mutation.go

/*
 * Copyright 2019 Dgraph Labs, Inc. and Contributors
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package common

// Tests that mutate the GraphQL database should return the database state to what it
// was at the begining of the test.  The GraphQL query tests rely on a fixed input
// dataset and mutating and leaving unexpected data will result in flaky tests.

import (
	"context"
	"encoding/json"
	"fmt"
	"sort"
	"testing"

	"github.com/dgraph-io/dgo/v200"
	"github.com/dgraph-io/dgo/v200/protos/api"
	"github.com/dgraph-io/dgraph/testutil"
	"github.com/dgraph-io/dgraph/x"
	"github.com/google/go-cmp/cmp"
	"github.com/google/go-cmp/cmp/cmpopts"
	"github.com/stretchr/testify/require"
	"google.golang.org/grpc"
)

// TestAddMutation tests that add mutations work as expected.  There's a few angles
// that need testing:
// - add single object,
// - add object with reference to existing object, and
// - add where @hasInverse edges need linking.
//
// These really need to run as one test because the created uid from the Country
// needs to flow to the author, etc.
func addMutation(t *testing.T) {
	add(t, postExecutor)
}

func add(t *testing.T, executeRequest requestExecutor) {
	var newCountry *country
	var newAuthor *author
	var newPost *post

	// Add single object :
	// Country is a single object not linked to anything else.
	// So only need to check that it gets added as expected.
	newCountry = addCountry(t, executeRequest)

	// addCountry() asserts that the mutation response was as expected.
	// Let's also check that what's in the DB is what we expect.
	requireCountry(t, newCountry.ID, newCountry, false, executeRequest)

	// Add object with reference to existing object :
	// An Author links to an existing country.  So need to check that the author
	// was added and that it has the link to the right Country.
	newAuthor = addAuthor(t, newCountry.ID, executeRequest)
	requireAuthor(t, newAuthor.ID, newAuthor, executeRequest)

	// Add with @hasInverse :
	// Posts link to an Author and the Author has a link back to all their Posts.
	// So need to check that the Post was added to the right Author
	// AND that the Author's posts now includes the new post.
	newPost = addPost(t, newAuthor.ID, newCountry.ID, executeRequest)
	requirePost(t, newPost.PostID, newPost, true, executeRequest)

	cleanUp(t, []*country{newCountry}, []*author{newAuthor}, []*post{newPost})
}

func addCountry(t *testing.T, executeRequest requestExecutor) *country {
	addCountryParams := &GraphQLParams{
		Query: `mutation addCountry($name: String!) {
			addCountry(input: [{ name: $name }]) {
				country {
					id
					name
				}
			}
		}`,
		Variables: map[string]interface{}{"name": "Testland"},
	}
	addCountryExpected := `
		{ "addCountry": { "country": [{ "id": "_UID_", "name": "Testland" }] } }`

	gqlResponse := executeRequest(t, GraphqlURL, addCountryParams)
	RequireNoGQLErrors(t, gqlResponse)

	var expected, result struct {
		AddCountry struct {
			Country []*country
		}
	}
	err := json.Unmarshal([]byte(addCountryExpected), &expected)
	require.NoError(t, err)
	err = json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	require.Equal(t, len(result.AddCountry.Country), 1)
	requireUID(t, result.AddCountry.Country[0].ID)

	// Always ignore the ID of the object that was just created.  That ID is
	// minted by Dgraph.
	opt := cmpopts.IgnoreFields(country{}, "ID")
	if diff := cmp.Diff(expected, result, opt); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}

	return result.AddCountry.Country[0]
}

// requireCountry enforces that node with ID uid in the GraphQL store is of type
// Country and is value expectedCountry.
func requireCountry(t *testing.T, uid string, expectedCountry *country, includeStates bool,
	executeRequest requestExecutor) {

	params := &GraphQLParams{
		Query: `query getCountry($id: ID!, $includeStates: Boolean!) {
			getCountry(id: $id) {
				id
				name
				states(order: { asc: xcode }) @include(if: $includeStates) {
					id
					xcode
					name
				}
			}
		}`,
		Variables: map[string]interface{}{"id": uid, "includeStates": includeStates},
	}
	gqlResponse := executeRequest(t, GraphqlURL, params)
	RequireNoGQLErrors(t, gqlResponse)

	var result struct {
		GetCountry *country
	}
	err := json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	if diff := cmp.Diff(expectedCountry, result.GetCountry, ignoreOpts()...); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}
}

func addAuthor(t *testing.T, countryUID string,
	executeRequest requestExecutor) *author {

	addAuthorParams := &GraphQLParams{
		Query: `mutation addAuthor($author: AddAuthorInput!) {
			addAuthor(input: [$author]) {
			  	author {
					id
					name
					dob
					reputation
					country {
						id
				  		name
					}
					posts {
						title
						text
					}
			  	}
			}
		}`,
		Variables: map[string]interface{}{"author": map[string]interface{}{
			"name":       "Test Author",
			"dob":        "2010-01-01T05:04:33Z",
			"reputation": 7.75,
			"country":    map[string]interface{}{"id": countryUID},
		}},
	}

	addAuthorExpected := fmt.Sprintf(`{ "addAuthor": {
		"author": [{
			"id": "_UID_",
			"name": "Test Author",
			"dob": "2010-01-01T05:04:33Z",
			"reputation": 7.75,
			"country": {
				"id": "%s",
				"name": "Testland"
			},
			"posts": []
		}]
	} }`, countryUID)

	gqlResponse := executeRequest(t, GraphqlURL, addAuthorParams)
	RequireNoGQLErrors(t, gqlResponse)

	var expected, result struct {
		AddAuthor struct {
			Author []*author
		}
	}
	err := json.Unmarshal([]byte(addAuthorExpected), &expected)
	require.NoError(t, err)
	err = json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	require.Equal(t, len(result.AddAuthor.Author), 1)
	requireUID(t, result.AddAuthor.Author[0].ID)

	opt := cmpopts.IgnoreFields(author{}, "ID")
	if diff := cmp.Diff(expected, result, opt); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}

	return result.AddAuthor.Author[0]
}

func requireAuthor(t *testing.T, authorID string, expectedAuthor *author,
	executeRequest requestExecutor) {

	params := &GraphQLParams{
		Query: `query getAuthor($id: ID!) {
			getAuthor(id: $id) {
				id
				name
				dob
				reputation
				country {
					id
					name
				}
				posts(order: { asc: title }) {
					postID
					title
					text
					tags
					category {
						id
						name
					}
				}
			}
		}`,
		Variables: map[string]interface{}{"id": authorID},
	}
	gqlResponse := executeRequest(t, GraphqlURL, params)
	RequireNoGQLErrors(t, gqlResponse)

	var result struct {
		GetAuthor *author
	}
	err := json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	if diff := cmp.Diff(expectedAuthor, result.GetAuthor, ignoreOpts()...); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}
}

func addCategory(t *testing.T, executeRequest requestExecutor) *category {
	addCategoryParams := &GraphQLParams{
		Query: `mutation addCategory($name: String!) {
			addCategory(input: [{ name: $name }]) {
				category {
					id
					name
				}
			}
		}`,
		Variables: map[string]interface{}{"name": "A Category"},
	}
	addCategoryExpected := `
		{ "addCategory": { "category": [{ "id": "_UID_", "name": "A Category" }] } }`

	gqlResponse := executeRequest(t, GraphqlURL, addCategoryParams)
	RequireNoGQLErrors(t, gqlResponse)

	var expected, result struct {
		AddCategory struct {
			Category []*category
		}
	}
	err := json.Unmarshal([]byte(addCategoryExpected), &expected)
	require.NoError(t, err)
	err = json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	if diff := cmp.Diff(expected, result, ignoreOpts()...); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}

	return result.AddCategory.Category[0]
}

func ignoreOpts() []cmp.Option {
	return []cmp.Option{
		cmpopts.IgnoreFields(author{}, "ID"),
		cmpopts.IgnoreFields(country{}, "ID"),
		cmpopts.IgnoreFields(post{}, "PostID"),
		cmpopts.IgnoreFields(state{}, "ID"),
		cmpopts.IgnoreFields(category{}, "ID"),
		cmpopts.IgnoreFields(teacher{}, "ID"),
		cmpopts.IgnoreFields(student{}, "ID"),
	}
}

func deepMutations(t *testing.T) {
	deepMutationsTest(t, postExecutor)
}

func deepMutationsTest(t *testing.T, executeRequest requestExecutor) {
	newCountry := addCountry(t, executeRequest)

	auth := &author{
		Name:    "New Author",
		Country: newCountry,
		Posts: []*post{
			{
				Title:    "A New Post",
				Text:     "Text of new post",
				Tags:     []string{},
				Category: &category{Name: "A Category"},
			},
			{
				Title: "Another New Post",
				Text:  "Text of other new post",
				Tags:  []string{},
			},
		},
	}

	newAuth := addMultipleAuthorFromRef(t, []*author{auth}, executeRequest)[0]
	requireAuthor(t, newAuth.ID, newAuth, executeRequest)

	anotherCountry := addCountry(t, executeRequest)

	patchSet := &author{
		Posts: []*post{
			{
				Title:    "Creating in an update",
				Text:     "Text of new post",
				Category: newAuth.Posts[0].Category,
				Tags:     []string{},
			},
		},
		// Country: anotherCountry,
		// FIXME: Won't work till https://github.com/dgraph-io/dgraph/pull/4411 is merged
	}

	patchRemove := &author{
		Posts: []*post{newAuth.Posts[0]},
	}

	expectedAuthor := &author{
		Name: "New Author",
		// Country: anotherCountry,
		Country: newCountry,
		Posts:   []*post{newAuth.Posts[1], patchSet.Posts[0]},
	}

	updateAuthorParams := &GraphQLParams{
		Query: `mutation updateAuthor($id: ID!, $set: AuthorPatch!, $remove: AuthorPatch!) {
			updateAuthor(
				input: {
					filter: {id: [$id]},
					set: $set,
					remove: $remove
				}
			) {
			  	author {
					id
					name
					country {
						id
				  		name
					}
					posts {
						postID
						title
						text
						tags
						category {
							id
							name
						}
					}
			  	}
			}
		}`,
		Variables: map[string]interface{}{
			"id":     newAuth.ID,
			"set":    patchSet,
			"remove": patchRemove,
		},
	}

	gqlResponse := executeRequest(t, GraphqlURL, updateAuthorParams)
	RequireNoGQLErrors(t, gqlResponse)

	var result struct {
		UpdateAuthor struct {
			Author []*author
		}
	}
	err := json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)
	require.Len(t, result.UpdateAuthor.Author, 1)

	if diff :=
		cmp.Diff(expectedAuthor, result.UpdateAuthor.Author[0], ignoreOpts()...); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}

	requireAuthor(t, newAuth.ID, expectedAuthor, executeRequest)
	p := &post{
		PostID: newAuth.Posts[0].PostID,
		Title:  newAuth.Posts[0].Title,
		Text:   newAuth.Posts[0].Text,
		Tags:   []string{},
		Author: nil,
	}
	requirePost(t, newAuth.Posts[0].PostID, p, false, executeRequest)

	cleanUp(t,
		[]*country{newCountry, anotherCountry},
		[]*author{newAuth},
		[]*post{newAuth.Posts[0], newAuth.Posts[1], result.UpdateAuthor.Author[0].Posts[1]})
}

func testMultipleMutations(t *testing.T) {
	newCountry := addCountry(t, postExecutor)

	auth1 := &author{
		Name:    "New Author1",
		Country: newCountry,
		Posts: []*post{
			{
				Title: "A New Post",
				Text:  "Text of new post",
				Tags:  []string{},
			},
			{
				Title: "Another New Post",
				Text:  "Text of other new post",
				Tags:  []string{},
			},
		},
	}

	auth2 := &author{
		Name:    "New Author2",
		Country: newCountry,
		Posts: []*post{
			{
				Title: "A Wonder Post",
				Text:  "Text of wonder post",
				Tags:  []string{},
			},
			{
				Title: "Another Wonder Post",
				Text:  "Text of other wonder post",
				Tags:  []string{},
			},
		},
	}

	expectedAuthors := []*author{auth1, auth2}
	newAuths := addMultipleAuthorFromRef(t, expectedAuthors, postExecutor)

	for _, auth := range newAuths {
		postSort := func(i, j int) bool {
			return auth.Posts[i].Title < auth.Posts[j].Title
		}
		sort.Slice(auth.Posts, postSort)
	}

	for i := range expectedAuthors {
		for j := range expectedAuthors[i].Posts {
			expectedAuthors[i].Posts[j].PostID = newAuths[i].Posts[j].PostID
		}
	}

	for i := range newAuths {
		requireAuthor(t, newAuths[i].ID, expectedAuthors[i], postExecutor)
		require.Equal(t, len(newAuths[i].Posts), 2)
		for j := range newAuths[i].Posts {
			expectedAuthors[i].Posts[j].Author = &author{
				ID:      newAuths[i].ID,
				Name:    expectedAuthors[i].Name,
				Dob:     expectedAuthors[i].Dob,
				Country: expectedAuthors[i].Country,
			}
			requirePost(t, newAuths[i].Posts[j].PostID, expectedAuthors[i].Posts[j],
				true, postExecutor)
		}
	}

	cleanUp(t,
		[]*country{newCountry},
		newAuths,
		append(newAuths[0].Posts, newAuths[1].Posts...))
}

func addMultipleAuthorFromRef(t *testing.T, newAuthor []*author,
	executeRequest requestExecutor) []*author {
	addAuthorParams := &GraphQLParams{
		Query: `mutation addAuthor($author: [AddAuthorInput!]!) {
			addAuthor(input: $author) {
			  	author {
					id
					name
					qualification
					reputation
					country {
						id
				  		name
					}
					posts(order: { asc: title }) {
						postID
						title
						text
						tags
						category {
							id
							name
						}
					}
			  	}
			}
		}`,
		Variables: map[string]interface{}{"author": newAuthor},
	}

	gqlResponse := executeRequest(t, GraphqlURL, addAuthorParams)
	RequireNoGQLErrors(t, gqlResponse)

	var result struct {
		AddAuthor struct {
			Author []*author
		}
	}
	err := json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	for i := range result.AddAuthor.Author {
		requireUID(t, result.AddAuthor.Author[i].ID)
	}

	authorSort := func(i, j int) bool {
		return result.AddAuthor.Author[i].Name < result.AddAuthor.Author[j].Name
	}
	sort.Slice(result.AddAuthor.Author, authorSort)
	if diff := cmp.Diff(newAuthor, result.AddAuthor.Author, ignoreOpts()...); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}

	return result.AddAuthor.Author

}

func deepXIDMutations(t *testing.T) {
	deepXIDTest(t, postExecutor)
}

func addComments(t *testing.T, ids []string) {
	input := []map[string]interface{}{}
	for _, id := range ids {
		input = append(input, map[string]interface{}{"id": id})
	}

	params := &GraphQLParams{
		Query: `mutation($input: [AddComment1Input!]!) {
			addComment1(input: $input) {
			  comment1 {
				id
			  }
			}
		  }`,
		Variables: map[string]interface{}{
			"input": input,
		},
	}

	gqlResponse := postExecutor(t, GraphqlURL, params)
	RequireNoGQLErrors(t, gqlResponse)
}

func testThreeLevelXID(t *testing.T) {

	input := `{
		"input": [
			{
				"id": "post1",
				"comments": [
					{
						"id": "comment1",
						"replies": [
							{
								"id": "reply1"
							}
						]
					}
				]
			},
			{
				"id": "post2",
				"comments": [
					{
						"id": "comment2",
						"replies": [
							{
								"id": "reply1"
							}
						]
					}
				]
			}
		]
	}`

	qinput := make(map[string]interface{})
	err := json.Unmarshal([]byte(input), &qinput)
	require.NoError(t, err)

	addPostParams := &GraphQLParams{
		Query: ` mutation($input: [AddPost1Input!]!) {
		addPost1(input: $input) {
			post1(order: { asc: id }) {
				id
				comments {
					id
					replies {
						id
					}
				}
			}
		}
	}`,
		Variables: qinput,
	}

	bothCommentsLinkedToReply := `{
		"addPost1": {
		  "post1": [
			{
			  "id": "post1",
			  "comments": [
				{
				  "id": "comment1",
				  "replies": [
					{
					  "id": "reply1"
					}
				  ]
				}
			  ]
			},
			{
			  "id": "post2",
			  "comments": [
				{
				  "id": "comment2",
				  "replies": [
					{
					  "id": "reply1"
					}
				  ]
				}
			  ]
			}
		  ]
		}
	}`

	firstCommentLinkedToReply := `{
		"addPost1": {
		  "post1": [
			{
			  "id": "post1",
			  "comments": [
				{
				  "id": "comment1",
				  "replies": [
					{
					  "id": "reply1"
					}
				  ]
				}
			  ]
			},
			{
			  "id": "post2",
			  "comments": [
				{
				  "id": "comment2",
				  "replies": []
				}
			  ]
			}
		  ]
		}
	}`

	secondCommentLinkedToReply := `{
		"addPost1": {
		  "post1": [
			{
			  "id": "post1",
			  "comments": [
				{
				  "id": "comment1",
				  "replies": []
				}
			  ]
			},
			{
			  "id": "post2",
			  "comments": [
				{
				  "id": "comment2",
				  "replies": [
					{
					  "id": "reply1"
					}
				  ]
				}
			  ]
			}
		  ]
		}
	}`

	noCommentsLinkedToReply := `{
		"addPost1": {
		  "post1": [
			{
			  "id": "post1",
			  "comments": [
				{
				  "id": "comment1",
				  "replies": []
				}
			  ]
			},
			{
			  "id": "post2",
			  "comments": [
				{
				  "id": "comment2",
				  "replies": []
				}
			  ]
			}
		  ]
		}
	}`

	cases := map[string]struct {
		Comments                   []string
		Expected                   string
		ExpectedNumDeletedComments int
	}{
		"2nd level nodes don't exist but third level does": {
			[]string{"reply1"},
			bothCommentsLinkedToReply,
			3,
		},
		"2nd level and third level nodes don't exist": {
			[]string{},
			bothCommentsLinkedToReply,
			3,
		},
		"2nd level node exists but third level doesn't": {
			[]string{"comment1", "comment2"},
			noCommentsLinkedToReply,
			2,
		},
		"2nd level and third level nodes exist": {
			[]string{"comment1", "comment2", "reply1"},
			noCommentsLinkedToReply,
			3,
		},
		"one 2nd level node exists and third level node exists": {
			[]string{"comment1", "reply1"},
			secondCommentLinkedToReply,
			3,
		},
		"the other 2nd level node exists and third level node exists": {
			[]string{"comment2", "reply1"},
			firstCommentLinkedToReply,
			3,
		},
		"one 2nd level node exists and third level node doesn't exist": {
			[]string{"comment1"},
			secondCommentLinkedToReply,
			3,
		},
		"other 2nd level node exists and third level node doesn't exist": {
			[]string{"comment2", "reply1"},
			firstCommentLinkedToReply,
			3,
		},
	}

	for name, tc := range cases {
		t.Run(name, func(t *testing.T) {
			addComments(t, tc.Comments)
			gqlResponse := postExecutor(t, GraphqlURL, addPostParams)
			RequireNoGQLErrors(t, gqlResponse)
			testutil.CompareJSON(t, tc.Expected, string(gqlResponse.Data))

			DeleteGqlType(t, "Post1", map[string]interface{}{}, 2, nil)
			DeleteGqlType(t, "Comment1", map[string]interface{}{}, tc.ExpectedNumDeletedComments,
				nil)
		})
	}
}

func deepXIDTest(t *testing.T, executeRequest requestExecutor) {
	newCountry := &country{
		Name: "A Country",
		States: []*state{
			{Name: "Alphabet", Code: "ABC"},
			{Name: "A State", Code: "XYZ"},
		},
	}

	// mutations get run serially, each in their own transaction, so the addState
	// sets up the "XZY" xid that's used by the following mutation.
	addCountryParams := &GraphQLParams{
		Query: `mutation addCountry($input: AddCountryInput!) {
			addState(input: [{ xcode: "XYZ", name: "A State" }]) {
				state { id xcode name }
			}

			addCountry(input: [$input])
			{
				country {
					id
					name
					states(order: { asc: xcode }) {
						id
						xcode
						name
					}
				}
			}
		}`,
		Variables: map[string]interface{}{"input": newCountry},
	}

	gqlResponse := executeRequest(t, GraphqlURL, addCountryParams)
	RequireNoGQLErrors(t, gqlResponse)

	var addResult struct {
		AddState struct {
			State []*state
		}
		AddCountry struct {
			Country []*country
		}
	}
	err := json.Unmarshal([]byte(gqlResponse.Data), &addResult)
	require.NoError(t, err)

	require.NotNil(t, addResult)
	require.NotNil(t, addResult.AddState)
	require.NotNil(t, addResult.AddCountry)

	// because the two mutations are linked by an XID, the addCountry mutation shouldn't
	// have created a new state for "XYZ", so the UIDs should be the same
	require.Equal(t, addResult.AddState.State[0].ID, addResult.AddCountry.Country[0].States[1].ID)

	if diff := cmp.Diff(newCountry, addResult.AddCountry.Country[0], ignoreOpts()...); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}

	patchSet := &country{
		States: []*state{{Code: "DEF", Name: "Definitely A State"}},
	}

	patchRemove := &country{
		States: []*state{{Code: "XYZ"}},
	}

	expectedCountry := &country{
		Name:   "A Country",
		States: []*state{newCountry.States[0], patchSet.States[0]},
	}

	updateCountryParams := &GraphQLParams{
		Query: `mutation updateCountry($id: ID!, $set: CountryPatch!, $remove: CountryPatch!) {
			addState(input: [{ xcode: "DEF", name: "Definitely A State" }]) {
				state { id }
			}

			updateCountry(
				input: {
					filter: {id: [$id]},
					set: $set,
					remove: $remove
				}
			) {
				country {
					id
					name
					states(order: { asc: xcode }) {
						id
						xcode
						name
					}
				}
			}
		}`,
		Variables: map[string]interface{}{
			"id":     addResult.AddCountry.Country[0].ID,
			"set":    patchSet,
			"remove": patchRemove,
		},
	}

	gqlResponse = executeRequest(t, GraphqlURL, updateCountryParams)
	RequireNoGQLErrors(t, gqlResponse)

	var updResult struct {
		AddState struct {
			State []*state
		}
		UpdateCountry struct {
			Country []*country
		}
	}
	err = json.Unmarshal([]byte(gqlResponse.Data), &updResult)
	require.NoError(t, err)
	require.Len(t, updResult.UpdateCountry.Country, 1)

	if diff :=
		cmp.Diff(expectedCountry, updResult.UpdateCountry.Country[0], ignoreOpts()...); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}

	requireCountry(t, addResult.AddCountry.Country[0].ID, expectedCountry, true, executeRequest)

	// The "XYZ" state should have its country set back to null like it was before it was
	// linked to the country
	requireState(t, addResult.AddState.State[0].ID, addResult.AddState.State[0], executeRequest)

	// No need to cleanup states ATM because, beyond this test,
	// there's no queries that rely on them
	cleanUp(t, []*country{addResult.AddCountry.Country[0]}, []*author{}, []*post{})
}

func addPost(t *testing.T, authorID, countryID string,
	executeRequest requestExecutor) *post {

	addPostParams := &GraphQLParams{
		Query: `mutation addPost($post: AddPostInput!) {
			addPost(input: [$post]) {
			  post {
				postID
				title
				text
				isPublished
				tags
				numLikes
				numViews
				author {
					id
					name
					country {
						id
						name
					}
				}
			  }
			}
		}`,
		Variables: map[string]interface{}{"post": map[string]interface{}{
			"title":       "Test Post",
			"text":        "This post is just a test.",
			"isPublished": true,
			"numLikes":    1000,
			"numViews":    9007199254740991, // (2^53)-1
			"tags":        []string{"example", "test"},
			"author":      map[string]interface{}{"id": authorID},
		}},
	}

	addPostExpected := fmt.Sprintf(`{ "addPost": {
		"post": [{
			"postID": "_UID_",
			"title": "Test Post",
			"text": "This post is just a test.",
			"isPublished": true,
			"tags": ["example", "test"],
			"numLikes": 1000,
			"numViews": 9007199254740991,
			"author": {
				"id": "%s",
				"name": "Test Author",
				"country": {
					"id": "%s",
					"name": "Testland"
				}
			}
		}]
	} }`, authorID, countryID)

	gqlResponse := executeRequest(t, GraphqlURL, addPostParams)
	RequireNoGQLErrors(t, gqlResponse)

	var expected, result struct {
		AddPost struct {
			Post []*post
		}
	}
	err := json.Unmarshal([]byte(addPostExpected), &expected)
	require.NoError(t, err)
	err = json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	requireUID(t, result.AddPost.Post[0].PostID)

	opt := cmpopts.IgnoreFields(post{}, "PostID")
	if diff := cmp.Diff(expected, result, opt); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}

	return result.AddPost.Post[0]
}

func addPostWithNullText(t *testing.T, authorID, countryID string,
	executeRequest requestExecutor) *post {

	addPostParams := &GraphQLParams{
		Query: `mutation addPost($post: AddPostInput!) {
			addPost(input: [$post]) {
			  post( filter : {not :{has : text} }){
				postID
				title
				text
				isPublished
				tags
				author(filter: {has:country}) {
					id
					name
					country {
						id
						name
					}
				}
			  }
			}
		}`,
		Variables: map[string]interface{}{"post": map[string]interface{}{
			"title":       "No text",
			"isPublished": false,
			"numLikes":    0,
			"tags":        []string{"no text", "null"},
			"author":      map[string]interface{}{"id": authorID},
		}},
	}

	addPostExpected := fmt.Sprintf(`{ "addPost": {
		"post": [{
			"postID": "_UID_",
			"title": "No text",
			"text": null,
			"isPublished": false,
			"tags": ["null","no text"],
			"numLikes": 0,
			"author": {
				"id": "%s",
				"name": "Test Author",
				"country": {
					"id": "%s",
					"name": "Testland"
				}
			}
		}]
	} }`, authorID, countryID)

	gqlResponse := executeRequest(t, GraphqlURL, addPostParams)
	RequireNoGQLErrors(t, gqlResponse)

	var expected, result struct {
		AddPost struct {
			Post []*post
		}
	}
	err := json.Unmarshal([]byte(addPostExpected), &expected)
	require.NoError(t, err)
	err = json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	requireUID(t, result.AddPost.Post[0].PostID)

	opt := cmpopts.IgnoreFields(post{}, "PostID")
	if diff := cmp.Diff(expected, result, opt); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}

	return result.AddPost.Post[0]
}

func requirePost(
	t *testing.T,
	postID string,
	expectedPost *post,
	getAuthor bool,
	executeRequest requestExecutor) {

	params := &GraphQLParams{
		Query: `query getPost($id: ID!, $getAuthor: Boolean!)  {
			getPost(postID: $id) {
				postID
				title
				text
				isPublished
				tags
				numLikes
				numViews
				author @include(if: $getAuthor) {
					id
					name
					country {
						id
						name
					}
				}
			}
		}`,
		Variables: map[string]interface{}{
			"id":        postID,
			"getAuthor": getAuthor,
		},
	}

	gqlResponse := executeRequest(t, GraphqlURL, params)
	RequireNoGQLErrors(t, gqlResponse)

	var result struct {
		GetPost *post
	}
	err := json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	if diff := cmp.Diff(expectedPost, result.GetPost); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}
}

func updateMutationByIds(t *testing.T) {
	newCountry := addCountry(t, postExecutor)
	anotherCountry := addCountry(t, postExecutor)

	t.Run("update Country", func(t *testing.T) {
		filter := map[string]interface{}{
			"id": []string{newCountry.ID, anotherCountry.ID},
		}
		newName := "updated name"
		updateCountry(t, filter, newName, true)
		newCountry.Name = newName
		anotherCountry.Name = newName

		requireCountry(t, newCountry.ID, newCountry, false, postExecutor)
		requireCountry(t, anotherCountry.ID, anotherCountry, false, postExecutor)
	})

	cleanUp(t, []*country{newCountry, anotherCountry}, []*author{}, []*post{})
}

func nameRegexFilter(name string) map[string]interface{} {
	return map[string]interface{}{
		"name": map[string]interface{}{
			"regexp": "/" + name + "/",
		},
	}
}

func updateMutationByName(t *testing.T) {
	// Create two countries, update name of the first. Then do a conditional mutation which
	// should only update the name of the second country.
	newCountry := addCountry(t, postExecutor)
	t.Run("update Country", func(t *testing.T) {
		filter := nameRegexFilter(newCountry.Name)
		newName := "updated name"
		updateCountry(t, filter, newName, true)
		newCountry.Name = newName
		requireCountry(t, newCountry.ID, newCountry, false, postExecutor)
	})

	anotherCountry := addCountry(t, postExecutor)
	// Update name for country where name is anotherCountry.Name
	t.Run("update country by name", func(t *testing.T) {
		filter := nameRegexFilter(anotherCountry.Name)
		anotherCountry.Name = "updated another country name"
		updateCountry(t, filter, anotherCountry.Name, true)
	})

	t.Run("check updated Country", func(t *testing.T) {
		// newCountry should not have been updated.
		requireCountry(t, newCountry.ID, newCountry, false, postExecutor)
		requireCountry(t, anotherCountry.ID, anotherCountry, false, postExecutor)
	})

	cleanUp(t, []*country{newCountry, anotherCountry}, []*author{}, []*post{})
}

func updateMutationByNameNoMatch(t *testing.T) {
	// The countries shouldn't get updated as the query shouldn't match any nodes.
	newCountry := addCountry(t, postExecutor)
	anotherCountry := addCountry(t, postExecutor)
	t.Run("update Country", func(t *testing.T) {
		filter := nameRegexFilter("no match")
		updateCountry(t, filter, "new name", false)
		requireCountry(t, newCountry.ID, newCountry, false, postExecutor)
		requireCountry(t, anotherCountry.ID, anotherCountry, false, postExecutor)
	})

	cleanUp(t, []*country{newCountry, anotherCountry}, []*author{}, []*post{})
}

func updateRemove(t *testing.T) {
	newCountry := addCountry(t, postExecutor)
	newAuthor := addAuthor(t, newCountry.ID, postExecutor)
	newPost := addPost(t, newAuthor.ID, newCountry.ID, postExecutor)

	filter := map[string]interface{}{
		"postID": []string{newPost.PostID},
	}
	remPatch := map[string]interface{}{
		"text":        "This post is just a test.",
		"isPublished": nil,
		"tags":        []string{"test", "notatag"},
		"numLikes":    999,
	}

	updateParams := &GraphQLParams{
		Query: `mutation updPost($filter: PostFilter!, $rem: PostPatch!) {
			updatePost(input: { filter: $filter, remove: $rem }) {
				post {
					text
					isPublished
					tags
					numLikes
				}
			}
		}`,
		Variables: map[string]interface{}{"filter": filter, "rem": remPatch},
	}

	gqlResponse := updateParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	require.JSONEq(t, `{
			"updatePost": {
				"post": [
					{
						"text": null,
						"isPublished": null,
						"tags": ["example"],
						"numLikes": 1000
					}
				]
			}
		}`,
		string([]byte(gqlResponse.Data)))

	newPost.Text = ""                  // was deleted because the given val was correct
	newPost.Tags = []string{"example"} // the intersection of the tags was deleted
	newPost.IsPublished = false        // must have been deleted because was set to nil in the patch
	// newPost.NumLikes stays the same because the value in the patch was wrong
	requirePost(t, newPost.PostID, newPost, true, postExecutor)

	cleanUp(t, []*country{newCountry}, []*author{newAuthor}, []*post{newPost})
}

func updateCountry(t *testing.T, filter map[string]interface{}, newName string, shouldUpdate bool) {
	updateParams := &GraphQLParams{
		Query: `mutation newName($filter: CountryFilter!, $newName: String!) {
			updateCountry(input: { filter: $filter, set: { name: $newName } }) {
				country {
					id
					name
				}
			}
		}`,
		Variables: map[string]interface{}{"filter": filter, "newName": newName},
	}

	gqlResponse := updateParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	var result struct {
		UpdateCountry struct {
			Country []*country
		}
	}

	err := json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)
	if shouldUpdate {
		require.NotEqual(t, 0, len(result.UpdateCountry.Country))
	}
	for _, c := range result.UpdateCountry.Country {
		require.NotNil(t, c.ID)
		require.Equal(t, newName, c.Name)
	}
}

func filterInUpdate(t *testing.T) {
	countries := make([]country, 0, 4)
	for i := 0; i < 4; i++ {
		country := addCountry(t, postExecutor)
		country.Name = "updatedValue"
		countries = append(countries, *country)
	}
	countries[3].Name = "Testland"

	cases := map[string]struct {
		Filter          map[string]interface{}
		FilterCountries map[string]interface{}
		Expected        int
		Countries       []*country
	}{
		"Eq filter": {
			Filter: map[string]interface{}{
				"name": map[string]interface{}{
					"eq": "Testland",
				},
				"and": map[string]interface{}{
					"id": []string{countries[0].ID, countries[1].ID},
				},
			},
			FilterCountries: map[string]interface{}{
				"id": []string{countries[1].ID},
			},
			Expected:  1,
			Countries: []*country{&countries[0], &countries[1]},
		},

		"ID Filter": {
			Filter: map[string]interface{}{
				"id": []string{countries[2].ID},
			},
			FilterCountries: map[string]interface{}{
				"id": []string{countries[2].ID, countries[3].ID},
			},
			Expected:  1,
			Countries: []*country{&countries[2], &countries[3]},
		},
	}

	for name, test := range cases {
		t.Run(name, func(t *testing.T) {
			updateParams := &GraphQLParams{
				Query: `mutation newName($filter: CountryFilter!, $newName: String!,
					 $filterCountries: CountryFilter!) {
			updateCountry(input: { filter: $filter, set: { name: $newName } }) {
				country(filter: $filterCountries) {
					id
					name
				}
			}
		}`,
				Variables: map[string]interface{}{
					"filter":          test.Filter,
					"newName":         "updatedValue",
					"filterCountries": test.FilterCountries,
				},
			}

			gqlResponse := updateParams.ExecuteAsPost(t, GraphqlURL)
			RequireNoGQLErrors(t, gqlResponse)

			var result struct {
				UpdateCountry struct {
					Country []*country
					NumUids int
				}
			}

			err := json.Unmarshal([]byte(gqlResponse.Data), &result)
			require.NoError(t, err)

			require.Equal(t, len(result.UpdateCountry.Country), test.Expected)
			for i := 0; i < test.Expected; i++ {
				require.Equal(t, result.UpdateCountry.Country[i].Name, "updatedValue")
			}

			for _, country := range test.Countries {
				requireCountry(t, country.ID, country, false, postExecutor)
			}
			cleanUp(t, test.Countries, nil, nil)
		})
	}
}

func deleteMutationWithMultipleIds(t *testing.T) {
	country := addCountry(t, postExecutor)
	anotherCountry := addCountry(t, postExecutor)
	t.Run("delete Country", func(t *testing.T) {
		filter := map[string]interface{}{"id": []string{country.ID, anotherCountry.ID}}
		deleteCountry(t, filter, 2, nil)
	})

	t.Run("check Country is deleted", func(t *testing.T) {
		requireCountry(t, country.ID, nil, false, postExecutor)
		requireCountry(t, anotherCountry.ID, nil, false, postExecutor)
	})
}

func deleteMutationWithSingleID(t *testing.T) {
	newCountry := addCountry(t, postExecutor)
	anotherCountry := addCountry(t, postExecutor)
	t.Run("delete Country", func(t *testing.T) {
		filter := map[string]interface{}{"id": []string{newCountry.ID}}
		deleteCountry(t, filter, 1, nil)
	})

	// In this case anotherCountry shouldn't be deleted.
	t.Run("check Country is deleted", func(t *testing.T) {
		requireCountry(t, newCountry.ID, nil, false, postExecutor)
		requireCountry(t, anotherCountry.ID, anotherCountry, false, postExecutor)
	})
	cleanUp(t, []*country{anotherCountry}, nil, nil)
}

func deleteMutationByName(t *testing.T) {
	newCountry := addCountry(t, postExecutor)
	anotherCountry := addCountry(t, postExecutor)
	anotherCountry.Name = "New country"
	filter := map[string]interface{}{
		"id": []string{anotherCountry.ID},
	}
	updateCountry(t, filter, anotherCountry.Name, true)

	t.Run("delete Country", func(t *testing.T) {
		filter := map[string]interface{}{
			"name": map[string]interface{}{
				"regexp": "/" + newCountry.Name + "/",
			},
		}
		deleteCountry(t, filter, 1, nil)
	})

	// In this case anotherCountry shouldn't be deleted.
	t.Run("check Country is deleted", func(t *testing.T) {
		requireCountry(t, newCountry.ID, nil, false, postExecutor)
		requireCountry(t, anotherCountry.ID, anotherCountry, false, postExecutor)
	})
	cleanUp(t, []*country{anotherCountry}, nil, nil)
}

func addMutationReferences(t *testing.T) {
	addMutationUpdatesRefs(t, postExecutor)
	addMutationUpdatesRefsXID(t, postExecutor)
}

func addMutationUpdatesRefs(t *testing.T, executeRequest requestExecutor) {
	newCountry := addCountry(t, executeRequest)
	newAuthor := addAuthor(t, newCountry.ID, executeRequest)
	newPost := addPost(t, newAuthor.ID, newCountry.ID, executeRequest)

	// adding this author with a reference to the existing post changes both the
	// post and the author it was originally linked to.
	addAuthorParams := &GraphQLParams{
		Query: `mutation addAuthor($author: AddAuthorInput!) {
			addAuthor(input: [$author]) {
			  	author { id }
			}
		}`,
		Variables: map[string]interface{}{"author": map[string]interface{}{
			"name":  "Test Author",
			"posts": []interface{}{newPost},
		}},
	}
	gqlResponse := executeRequest(t, GraphqlURL, addAuthorParams)
	RequireNoGQLErrors(t, gqlResponse)

	var addResult struct {
		AddAuthor struct {
			Author []*author
		}
	}
	err := json.Unmarshal([]byte(gqlResponse.Data), &addResult)
	require.NoError(t, err)

	// The original author no longer has newPost in its list of posts
	newAuthor.Posts = []*post{}
	requireAuthor(t, newAuthor.ID, newAuthor, executeRequest)

	cleanUp(t,
		[]*country{newCountry},
		[]*author{newAuthor, addResult.AddAuthor.Author[0]},
		[]*post{newPost})
}

func addMutationUpdatesRefsXID(t *testing.T, executeRequest requestExecutor) {
	newCountry := &country{
		Name: "A Country",
		States: []*state{
			{Name: "Alphabet", Code: "ABC"},
		},
	}

	// The addCountry2 mutation should also remove the state "ABC" from country1's states list
	addCountryParams := &GraphQLParams{
		Query: `mutation addCountry($input: AddCountryInput!) {
			addCountry1: addCountry(input: [$input]) {
				country { id }
			}
			addCountry2: addCountry(input: [$input]) {
				country {
					id
					states {
						id
					}
				}
			}
		}`,
		Variables: map[string]interface{}{"input": newCountry},
	}

	gqlResponse := executeRequest(t, GraphqlURL, addCountryParams)
	RequireNoGQLErrors(t, gqlResponse)

	var addResult struct {
		AddCountry1 struct {
			Country []*country
		}
		AddCountry2 struct {
			Country []*country
		}
	}

	err := json.Unmarshal([]byte(gqlResponse.Data), &addResult)
	require.NoError(t, err)

	// Country1 doesn't have "ABC" in it's states list
	requireCountry(t, addResult.AddCountry1.Country[0].ID,
		&country{Name: "A Country", States: []*state{}},
		true, executeRequest)

	// Country 2 has the state
	requireCountry(t, addResult.AddCountry2.Country[0].ID,
		&country{Name: "A Country", States: []*state{{Name: "Alphabet", Code: "ABC"}}},
		true, executeRequest)

	cleanUp(t, []*country{addResult.AddCountry1.Country[0], addResult.AddCountry2.Country[0]}, nil,
		nil)
}

func updateMutationReferences(t *testing.T) {
	updateMutationUpdatesRefs(t, postExecutor)
	updateMutationUpdatesRefsXID(t, postExecutor)
	updateMutationOnlyUpdatesRefsIfDifferent(t, postExecutor)
}

func updateMutationUpdatesRefs(t *testing.T, executeRequest requestExecutor) {
	newCountry := addCountry(t, executeRequest)
	newAuthor := addAuthor(t, newCountry.ID, executeRequest)
	newPost := addPost(t, newAuthor.ID, newCountry.ID, executeRequest)
	newAuthor2 := addAuthor(t, newCountry.ID, executeRequest)

	// update author2 to steal newPost from author1 ... the post should get removed
	// from author1's post list
	updateAuthorParams := &GraphQLParams{
		Query: `mutation updateAuthor($id: ID!, $set: AuthorPatch!) {
			updateAuthor(
				input: {
					filter: {id: [$id]},
					set: $set
				}
			) {
			  	author { id }
			}
		}`,
		Variables: map[string]interface{}{
			"id":  newAuthor2.ID,
			"set": map[string]interface{}{"posts": []interface{}{newPost}},
		},
	}
	gqlResponse := executeRequest(t, GraphqlURL, updateAuthorParams)
	RequireNoGQLErrors(t, gqlResponse)

	// The original author no longer has newPost in its list of posts
	newAuthor.Posts = []*post{}
	requireAuthor(t, newAuthor.ID, newAuthor, executeRequest)

	// It's in author2
	newAuthor2.Posts = []*post{{
		PostID: newPost.PostID,
		Title:  newPost.Title,
		Text:   newPost.Text,
		Tags:   newPost.Tags,
	}}
	requireAuthor(t, newAuthor2.ID, newAuthor2, executeRequest)

	cleanUp(t,
		[]*country{newCountry},
		[]*author{newAuthor, newAuthor2},
		[]*post{newPost})
}

func updateMutationOnlyUpdatesRefsIfDifferent(t *testing.T, executeRequest requestExecutor) {
	newCountry := addCountry(t, executeRequest)
	newAuthor := addAuthor(t, newCountry.ID, executeRequest)
	newPost := addPost(t, newAuthor.ID, newCountry.ID, executeRequest)

	// update the post text, the mutation payload will also contain the author ... but,
	// the only change should be in the post text
	updateAuthorParams := &GraphQLParams{
		Query: `mutation updatePost($id: ID!, $set: PostPatch!) {
			updatePost(
				input: {
					filter: {postID: [$id]},
					set: $set
				}
			) {
			  	post {
					postID
					text
					author { id }
				}
			}
		}`,
		Variables: map[string]interface{}{
			"id": newPost.PostID,
			"set": map[string]interface{}{
				"text":   "The Updated Text",
				"author": newAuthor},
		},
	}
	gqlResponse := executeRequest(t, GraphqlURL, updateAuthorParams)
	RequireNoGQLErrors(t, gqlResponse)

	// The expected post was updated
	// The text is updated as expected
	// The author is unchanged
	expected := fmt.Sprintf(`
		{ "updatePost": {  "post": [
			{
				"postID": "%s",
				"text": "The Updated Text",
				"author": { "id": "%s" }
			}
		] } }`, newPost.PostID, newAuthor.ID)

	require.JSONEq(t, expected, string(gqlResponse.Data))

	cleanUp(t, []*country{newCountry}, []*author{newAuthor}, []*post{newPost})
}

func updateMutationUpdatesRefsXID(t *testing.T, executeRequest requestExecutor) {

	newCountry := &country{
		Name: "Testland",
		States: []*state{
			{Name: "Alphabet", Code: "ABC"},
		},
	}

	addCountryParams := &GraphQLParams{
		Query: `mutation addCountry($input: AddCountryInput!) {
			addCountry(input: [$input]) {
				country { id }
			}
		}`,
		Variables: map[string]interface{}{"input": newCountry},
	}

	gqlResponse := executeRequest(t, GraphqlURL, addCountryParams)
	RequireNoGQLErrors(t, gqlResponse)

	var addResult struct {
		AddCountry struct {
			Country []*country
		}
	}

	err := json.Unmarshal([]byte(gqlResponse.Data), &addResult)
	require.NoError(t, err)

	newCountry2 := addCountry(t, executeRequest)

	// newCountry has state ABC, now let's update newCountry2 to take it
	// and check that it's gone from newCountry

	updateCountryParams := &GraphQLParams{
		Query: `mutation updateCountry($id: ID!, $set: CountryPatch!) {
			updateCountry(
				input: {
					filter: {id: [$id]},
					set: $set
				}
			) {
				country { id }
			}
		}`,
		Variables: map[string]interface{}{
			"id":  newCountry2.ID,
			"set": map[string]interface{}{"states": newCountry.States},
		},
	}

	gqlResponse = executeRequest(t, GraphqlURL, updateCountryParams)
	RequireNoGQLErrors(t, gqlResponse)

	// newCountry doesn't have "ABC" in it's states list
	requireCountry(t, addResult.AddCountry.Country[0].ID,
		&country{Name: "Testland", States: []*state{}},
		true, executeRequest)

	// newCountry2 has the state
	requireCountry(t, newCountry2.ID,
		&country{Name: "Testland", States: []*state{{Name: "Alphabet", Code: "ABC"}}},
		true, executeRequest)

	cleanUp(t, []*country{addResult.AddCountry.Country[0], newCountry2}, nil, nil)
}

func deleteMutationReferences(t *testing.T) {
	deleteMutationSingleReference(t, postExecutor)
	deleteMutationMultipleReferences(t, postExecutor)
}

func deleteMutationSingleReference(t *testing.T, executeRequest requestExecutor) {

	newCountry := &country{
		Name: "A Country",
		States: []*state{
			{Name: "Alphabet", Code: "ABC"},
		},
	}

	addCountryParams := &GraphQLParams{
		Query: `mutation addCountry($input: AddCountryInput!) {
			addCountry(input: [$input]) {
				country {
					id
					states {
						id
					}
				}
			}
		}`,
		Variables: map[string]interface{}{"input": newCountry},
	}

	gqlResponse := executeRequest(t, GraphqlURL, addCountryParams)
	RequireNoGQLErrors(t, gqlResponse)

	var addResult struct {
		AddCountry struct {
			Country []*country
		}
	}

	err := json.Unmarshal([]byte(gqlResponse.Data), &addResult)
	require.NoError(t, err)

	filter := map[string]interface{}{"id": []string{addResult.AddCountry.Country[0].ID}}
	deleteCountry(t, filter, 1, nil)

	// the state doesn't belong to a country
	getCatParams := &GraphQLParams{
		Query: `query getState($id: ID!) {
			getState(id: $id) {
				country { id }
			}
		}`,
		Variables: map[string]interface{}{"id": addResult.AddCountry.Country[0].States[0].ID},
	}
	gqlResponse = getCatParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	require.JSONEq(t, `{"getState":{"country":null}}`, string(gqlResponse.Data))
}

func deleteMutationMultipleReferences(t *testing.T, executeRequest requestExecutor) {
	newCountry := addCountry(t, executeRequest)
	newAuthor := addAuthor(t, newCountry.ID, executeRequest)
	newPost := addPost(t, newAuthor.ID, newCountry.ID, executeRequest)
	newCategory := addCategory(t, executeRequest)

	updateParams := &GraphQLParams{
		Query: `mutation updPost($filter: PostFilter!, $set: PostPatch!) {
			updatePost(input: { filter: $filter, set: $set }) {
				post { postID category { id } }
			}
		}`,
		Variables: map[string]interface{}{
			"filter": map[string]interface{}{"postID": []string{newPost.PostID}},
			"set":    map[string]interface{}{"category": newCategory}},
	}

	gqlResponse := updateParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	// show that this post is in the author's posts
	newAuthor.Posts = []*post{{
		PostID:   newPost.PostID,
		Title:    newPost.Title,
		Text:     newPost.Text,
		Tags:     newPost.Tags,
		Category: newCategory,
	}}
	requireAuthor(t, newAuthor.ID, newAuthor, executeRequest)

	deletePost(t, newPost.PostID, 1, nil)

	// the post isn't in the author's list of posts
	newAuthor.Posts = []*post{}
	requireAuthor(t, newAuthor.ID, newAuthor, executeRequest)

	// the category doesn't have any posts
	getCatParams := &GraphQLParams{
		Query: `query getCategory($id: ID!) {
			getCategory(id: $id) {
				posts { postID }
			}
		}`,
		Variables: map[string]interface{}{"id": newCategory.ID},
	}
	gqlResponse = getCatParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	require.JSONEq(t, `{"getCategory":{"posts":[]}}`, string(gqlResponse.Data))

	// the post is already deleted
	cleanUp(t, []*country{newCountry}, []*author{newAuthor}, nil)
}

func deleteCountry(
	t *testing.T,
	filter map[string]interface{},
	expectedNumUids int,
	expectedErrors x.GqlErrorList) {
	DeleteGqlType(t, "Country", filter, expectedNumUids, expectedErrors)
}

func deleteAuthors(
	t *testing.T,
	authorIDs []string,
	expectedErrors x.GqlErrorList) {
	filter := map[string]interface{}{"id": authorIDs}
	DeleteGqlType(t, "Author", filter, len(authorIDs), expectedErrors)
}

func deletePost(
	t *testing.T,
	postID string,
	expectedNumUids int,
	expectedErrors x.GqlErrorList) {
	filter := map[string]interface{}{"postID": []string{postID}}
	DeleteGqlType(t, "Post", filter, expectedNumUids, expectedErrors)
}

func deleteWrongID(t *testing.T) {
	newCountry := addCountry(t, postExecutor)
	newAuthor := addAuthor(t, newCountry.ID, postExecutor)

	expectedData := `{ "deleteCountry": {
		"msg": "No nodes were deleted",
		"numUids": 0
	} }`

	filter := map[string]interface{}{"id": []string{newAuthor.ID}}
	deleteCountryParams := &GraphQLParams{
		Query: `mutation deleteCountry($filter: CountryFilter!) {
			deleteCountry(filter: $filter) {
				msg
				numUids
			}
		}`,
		Variables: map[string]interface{}{"filter": filter},
	}

	gqlResponse := deleteCountryParams.ExecuteAsPost(t, GraphqlURL)
	require.JSONEq(t, expectedData, string(gqlResponse.Data))

	cleanUp(t, []*country{newCountry}, []*author{newAuthor}, []*post{})
}

func manyMutations(t *testing.T) {
	newCountry := addCountry(t, postExecutor)
	multiMutationParams := &GraphQLParams{
		Query: `mutation addCountries($name1: String!, $filter: CountryFilter!, $name2: String!) {
			add1: addCountry(input: [{ name: $name1 }]) {
				country {
					id
					name
				}
			}

			deleteCountry(filter: $filter) { msg }

			add2: addCountry(input: [{ name: $name2 }]) {
				country {
					id
					name
				}
			}
		}`,
		Variables: map[string]interface{}{
			"name1": "Testland1", "filter": map[string]interface{}{
				"id": []string{newCountry.ID}}, "name2": "Testland2"},
	}
	multiMutationExpected := `{
		"add1": { "country": [{ "id": "_UID_", "name": "Testland1" }] },
		"deleteCountry" : { "msg": "Deleted" },
		"add2": { "country": [{ "id": "_UID_", "name": "Testland2" }] }
	}`

	gqlResponse := multiMutationParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	var expected, result struct {
		Add1 struct {
			Country []*country
		}
		DeleteCountry struct {
			Msg string
		}
		Add2 struct {
			Country []*country
		}
	}
	err := json.Unmarshal([]byte(multiMutationExpected), &expected)
	require.NoError(t, err)
	err = json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	opt := cmpopts.IgnoreFields(country{}, "ID")
	if diff := cmp.Diff(expected, result, opt); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}

	t.Run("country deleted", func(t *testing.T) {
		requireCountry(t, newCountry.ID, nil, false, postExecutor)
	})

	cleanUp(t, append(result.Add1.Country, result.Add2.Country...), []*author{}, []*post{})
}

func testSelectionInAddObject(t *testing.T) {
	newCountry := addCountry(t, postExecutor)
	newAuth := addAuthor(t, newCountry.ID, postExecutor)

	post1 := &post{
		Title:  "Test1",
		Author: newAuth,
	}

	post2 := &post{
		Title:  "Test2",
		Author: newAuth,
	}

	cases := map[string]struct {
		Filter   map[string]interface{}
		First    int
		Offset   int
		Sort     map[string]interface{}
		Expected []*post
	}{
		"Pagination": {
			First:  1,
			Offset: 1,
			Sort: map[string]interface{}{
				"desc": "title",
			},
			Expected: []*post{post1},
		},
		"Filter": {
			Filter: map[string]interface{}{
				"title": map[string]interface{}{
					"anyoftext": "Test1",
				},
			},
			Expected: []*post{post1},
		},
		"Sort": {
			Sort: map[string]interface{}{
				"desc": "title",
			},
			Expected: []*post{post2, post1},
		},
	}

	for name, test := range cases {
		t.Run(name, func(t *testing.T) {
			addPostParams := &GraphQLParams{
				Query: `mutation addPost($posts: [AddPostInput!]!, $filter:
					PostFilter, $first: Int, $offset: Int, $sort: PostOrder) {
				addPost(input: $posts) {
				  post (first:$first, offset:$offset, filter:$filter, order:$sort){
					postID
					title
				  }
				}
			}`,
				Variables: map[string]interface{}{
					"posts":  []*post{post1, post2},
					"first":  test.First,
					"offset": test.Offset,
					"sort":   test.Sort,
					"filter": test.Filter,
				},
			}

			gqlResponse := postExecutor(t, GraphqlURL, addPostParams)
			RequireNoGQLErrors(t, gqlResponse)
			var result struct {
				AddPost struct {
					Post []*post
				}
			}

			err := json.Unmarshal([]byte(gqlResponse.Data), &result)
			require.NoError(t, err)

			opt := cmpopts.IgnoreFields(post{}, "PostID", "Author")
			if diff := cmp.Diff(test.Expected, result.AddPost.Post, opt); diff != "" {
				t.Errorf("result mismatch (-want +got):\n%s", diff)
			}

			cleanUp(t, []*country{}, []*author{}, result.AddPost.Post)
		})

	}

	cleanUp(t, []*country{newCountry}, []*author{newAuth}, []*post{})

}

func mutationEmptyDelete(t *testing.T) {
	// Try to delete a node that doesn't exists.
	updatePostParams := &GraphQLParams{
		Query: `mutation{
			updatePost(input:{
				filter:{title:{allofterms:"Random"}},
				remove:{author:{name:"Non Existent"}}
		  }) {
		    post {
		    title
		    }
		  }
		}`,
	}

	gqlResponse := updatePostParams.ExecuteAsPost(t, GraphqlURL)
	require.NotNil(t, gqlResponse.Errors)
	require.Equal(t, gqlResponse.Errors[0].Error(), "couldn't rewrite mutation updatePost"+
		" because failed to rewrite mutation payload because id is not provided")
}

// After a successful mutation, the following query is executed.  That query can
// contain any depth or filtering that makes sense for the schema.
//
// I this case, we set up an author with existing posts, then add another post.
// The filter is down inside post->author->posts and finds just one of the
// author's posts.
func mutationWithDeepFilter(t *testing.T) {

	newCountry := addCountry(t, postExecutor)
	newAuthor := addAuthor(t, newCountry.ID, postExecutor)

	// Make sure they have a post not found by the filter
	newPost := addPost(t, newAuthor.ID, newCountry.ID, postExecutor)

	addPostParams := &GraphQLParams{
		Query: `mutation addPost($post: AddPostInput!) {
			addPost(input: [$post]) {
			  post {
				postID
				author {
					posts(filter: { title: { allofterms: "find me" }}) {
						title
					}
				}
			  }
			}
		}`,
		Variables: map[string]interface{}{"post": map[string]interface{}{
			"title":  "find me : a test of deep search after mutation",
			"author": map[string]interface{}{"id": newAuthor.ID},
		}},
	}

	// Expect the filter to find just the new post, not any of the author's existing posts.
	addPostExpected := `{ "addPost": {
		"post": [{
			"postID": "_UID_",
			"author": {
				"posts": [ { "title": "find me : a test of deep search after mutation" } ]
			}
		}]
	} }`

	gqlResponse := addPostParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	var expected, result struct {
		AddPost struct {
			Post []*post
		}
	}
	err := json.Unmarshal([]byte(addPostExpected), &expected)
	require.NoError(t, err)
	err = json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	requireUID(t, result.AddPost.Post[0].PostID)

	opt := cmpopts.IgnoreFields(post{}, "PostID")
	if diff := cmp.Diff(expected, result, opt); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}

	cleanUp(t, []*country{newCountry}, []*author{newAuthor},
		[]*post{newPost, result.AddPost.Post[0]})
}

// TestManyMutationsWithQueryError : If there are multiple mutations and an error
// occurs in the mutation, then then following mutations aren't executed.  That's
// tested by TestManyMutationsWithError in the resolver tests.
//
// However, there can also be an error in the query following a mutation, but
// that shouldn't stop the following mutations because the actual mutation
// went through without error.
func manyMutationsWithQueryError(t *testing.T) {
	newCountry := addCountry(t, postExecutor)

	// delete the country's name.
	// The schema states type Country `{ ... name: String! ... }`
	// so a query error will be raised if we ask for the country's name in a
	// query.  Don't think a GraphQL update can do this ATM, so do through Dgraph.
	d, err := grpc.Dial(Alpha1gRPC, grpc.WithInsecure())
	require.NoError(t, err)
	client := dgo.NewDgraphClient(api.NewDgraphClient(d))
	mu := &api.Mutation{
		CommitNow: true,
		DelNquads: []byte(fmt.Sprintf("<%s> <Country.name> * .", newCountry.ID)),
	}
	_, err = client.NewTxn().Mutate(context.Background(), mu)
	require.NoError(t, err)

	// add1 - should succeed
	// add2 - should succeed and also return an error (country doesn't have a name)
	// add3 - should succeed
	multiMutationParams := &GraphQLParams{
		Query: `mutation addCountries($countryID: ID!) {
			add1: addAuthor(input: [{ name: "A. N. Author", country: { id: $countryID }}]) {
				author {
					id
					name
					country {
						id
					}
				}
			}

			add2: addAuthor(input: [{ name: "Ann Other Author", country: { id: $countryID }}]) {
				author {
					id
					name
					country {
						id
						name
					}
				}
			}

			add3: addCountry(input: [{ name: "abc" }]) {
				country {
					id
					name
				}
			}
		}`,
		Variables: map[string]interface{}{"countryID": newCountry.ID},
	}
	expectedData := fmt.Sprintf(`{
		"add1": { "author": [{ "id": "_UID_", "name": "A. N. Author", "country": { "id": "%s" } }] },
		"add2": { "author": [{ "id": "_UID_", "name": "Ann Other Author", "country": null }] },
		"add3": { "country": [{ "id": "_UID_", "name": "abc" }] }
	}`, newCountry.ID)

	expectedErrors := x.GqlErrorList{
		&x.GqlError{Message: "Non-nullable field 'name' (type String!) was not present " +
			"in result from Dgraph.  GraphQL error propagation triggered.",
			Locations: []x.Location{{Line: 18, Column: 7}},
			Path:      []interface{}{"add2", "author", float64(0), "country", "name"}}}

	gqlResponse := multiMutationParams.ExecuteAsPost(t, GraphqlURL)

	if diff := cmp.Diff(expectedErrors, gqlResponse.Errors); diff != "" {
		t.Errorf("errors mismatch (-want +got):\n%s", diff)
	}

	var expected, result struct {
		Add1 struct {
			Author []*author
		}
		Add2 struct {
			Author []*author
		}
		Add3 struct {
			Country []*country
		}
	}
	err = json.Unmarshal([]byte(expectedData), &expected)
	require.NoError(t, err)

	err = json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	opt1 := cmpopts.IgnoreFields(author{}, "ID")
	opt2 := cmpopts.IgnoreFields(country{}, "ID")
	if diff := cmp.Diff(expected, result, opt1, opt2); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}

	cleanUp(t,
		[]*country{newCountry, result.Add3.Country[0]},
		[]*author{result.Add1.Author[0], result.Add2.Author[0]},
		[]*post{})
}

func cleanUp(t *testing.T, countries []*country, authors []*author, posts []*post) {
	t.Run("cleaning up", func(t *testing.T) {
		for _, post := range posts {
			deletePost(t, post.PostID, 1, nil)
		}

		for _, author := range authors {
			deleteAuthors(t, []string{author.ID}, nil)
		}

		for _, country := range countries {
			filter := map[string]interface{}{"id": []string{country.ID}}
			deleteCountry(t, filter, 1, nil)
		}
	})
}

type starship struct {
	ID     string  `json:"id"`
	Name   string  `json:"name"`
	Length float64 `json:"length"`
}

func addStarship(t *testing.T) *starship {
	addStarshipParams := &GraphQLParams{
		Query: `mutation addStarship($starship: AddStarshipInput!) {
			addStarship(input: [$starship]) {
				starship {
					id
					name
					length
			  	}
			}
		}`,
		Variables: map[string]interface{}{"starship": map[string]interface{}{
			"name":   "Millennium Falcon",
			"length": 2,
		}},
	}

	gqlResponse := addStarshipParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	addStarshipExpected := `{"addStarship":{
		"starship":[{
			"name":"Millennium Falcon",
			"length":2
		}]
	}}`

	var expected, result struct {
		AddStarship struct {
			Starship []*starship
		}
	}
	err := json.Unmarshal([]byte(addStarshipExpected), &expected)
	require.NoError(t, err)
	err = json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	requireUID(t, result.AddStarship.Starship[0].ID)

	opt := cmpopts.IgnoreFields(starship{}, "ID")
	if diff := cmp.Diff(expected, result, opt); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}

	return result.AddStarship.Starship[0]
}

func addHuman(t *testing.T, starshipID string) string {
	addHumanParams := &GraphQLParams{
		Query: `mutation addHuman($human: AddHumanInput!) {
			addHuman(input: [$human]) {
				human {
					id
			  	}
			}
		}`,
		Variables: map[string]interface{}{"human": map[string]interface{}{
			"name":         "Han",
			"ename":        "Han_employee",
			"totalCredits": 10,
			"appearsIn":    []string{"EMPIRE"},
			"starships": []map[string]interface{}{{
				"id": starshipID,
			}},
		}},
	}

	gqlResponse := addHumanParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	var result struct {
		AddHuman struct {
			Human []struct {
				ID string
			}
		}
	}
	err := json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	requireUID(t, result.AddHuman.Human[0].ID)
	return result.AddHuman.Human[0].ID
}

func addDroid(t *testing.T) string {
	addDroidParams := &GraphQLParams{
		Query: `mutation addDroid($droid: AddDroidInput!) {
			addDroid(input: [$droid]) {
				droid {
					id
				}
			}
		}`,
		Variables: map[string]interface{}{"droid": map[string]interface{}{
			"name":            "R2-D2",
			"primaryFunction": "Robot",
			"appearsIn":       []string{"EMPIRE"},
		}},
	}

	gqlResponse := addDroidParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	var result struct {
		AddDroid struct {
			Droid []struct {
				ID string
			}
		}
	}
	err := json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	requireUID(t, result.AddDroid.Droid[0].ID)
	return result.AddDroid.Droid[0].ID
}

func addThingOne(t *testing.T) string {
	addThingOneParams := &GraphQLParams{
		Query: `mutation addThingOne($input: AddThingOneInput!) {
			addThingOne(input: [$input]) {
				thingOne {
					id
				}
			}
		}`,
		Variables: map[string]interface{}{"input": map[string]interface{}{
			"name":   "Thing-1",
			"color":  "White",
			"usedBy": "me",
		}},
	}

	gqlResponse := addThingOneParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	var result struct {
		AddThingOne struct {
			ThingOne []struct {
				ID string
			}
		}
	}
	err := json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	requireUID(t, result.AddThingOne.ThingOne[0].ID)
	return result.AddThingOne.ThingOne[0].ID
}

func addThingTwo(t *testing.T) string {
	addThingTwoParams := &GraphQLParams{
		Query: `mutation addThingTwo($input: AddThingTwoInput!) {
			addThingTwo(input: [$input]) {
				thingTwo {
					id
				}
			}
		}`,
		Variables: map[string]interface{}{"input": map[string]interface{}{
			"name":  "Thing-2",
			"color": "Black",
			"owner": "someone",
		}},
	}

	gqlResponse := addThingTwoParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	var result struct {
		AddThingTwo struct {
			ThingTwo []struct {
				ID string
			}
		}
	}
	err := json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	requireUID(t, result.AddThingTwo.ThingTwo[0].ID)
	return result.AddThingTwo.ThingTwo[0].ID
}

func addHome(t *testing.T, humanId string) (string, string, string, string) {
	addHomeParams := &GraphQLParams{
		Query: `mutation addHome($input: AddHomeInput!) {
			addHome(input: [$input]) {
				home {
					id
					members {
						__typename
						... on Animal {
							id
						}
						... on Human {
							id
						}
						... on Plant {
							id
						}
					}
				}
			}
		}`,
		Variables: map[string]interface{}{
			"input": map[string]interface{}{
				"address": "Avenger Street",
				"members": []interface{}{
					map[string]interface{}{
						"dogRef": map[string]interface{}{
							"category": "Mammal",
							"breed":    "German Shephard",
						},
					},
					map[string]interface{}{
						"parrotRef": map[string]interface{}{
							"category": "Bird",
							"repeatsWords": []interface{}{
								"squawk",
								"Good Morning!",
							},
						},
					},
					map[string]interface{}{
						"humanRef": map[string]interface{}{
							"id": humanId,
						},
					},
					map[string]interface{}{
						"plantRef": map[string]interface{}{
							"breed": "Flower",
						},
					},
				},
				"favouriteMember": map[string]interface{}{
					"humanRef": map[string]interface{}{
						"id": humanId,
					},
				},
			},
		},
	}

	gqlResponse := addHomeParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	var result struct {
		AddHome struct {
			Home []struct {
				ID      string
				Members []struct {
					Typename string `json:"__typename"`
					ID       string
				}
			}
		}
	}
	err := json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	homeId := result.AddHome.Home[0].ID
	requireUID(t, homeId)

	var dogId, parrotId, plantId string
	for _, member := range result.AddHome.Home[0].Members {
		switch member.Typename {
		case "Dog":
			dogId = member.ID
		case "Parrot":
			parrotId = member.ID
		case "Plant":
			plantId = member.ID
		}
	}
	return homeId, dogId, parrotId, plantId
}

func deleteHome(t *testing.T, homeId, dogId, parrotId, plantId string) {
	homeFilter := map[string]interface{}{"id": []string{homeId}}
	DeleteGqlType(t, "Home", homeFilter, 1, nil)
	dogFilter := map[string]interface{}{"id": []string{dogId}}
	DeleteGqlType(t, "Dog", dogFilter, 1, nil)
	parrotFilter := map[string]interface{}{"id": []string{parrotId}}
	DeleteGqlType(t, "Parrot", parrotFilter, 1, nil)
	plantFilter := map[string]interface{}{"id": []string{plantId}}
	DeleteGqlType(t, "Plant", plantFilter, 1, nil)
}

func deleteThingOne(t *testing.T, thingOneId string) {
	thingOneFilter := map[string]interface{}{"id": []string{thingOneId}}
	DeleteGqlType(t, "ThingOne", thingOneFilter, 1, nil)
}

func deleteThingTwo(t *testing.T, thingTwoId string) {
	thingTwoFilter := map[string]interface{}{"id": []string{thingTwoId}}
	DeleteGqlType(t, "ThingTwo", thingTwoFilter, 1, nil)
}

func updateCharacter(t *testing.T, id string) {
	updateCharacterParams := &GraphQLParams{
		Query: `mutation updateCharacter($character: UpdateCharacterInput!) {
			updateCharacter(input: $character) {
				character {
					name
				}
			}
		}`,
		Variables: map[string]interface{}{"character": map[string]interface{}{
			"filter": map[string]interface{}{
				"id": []string{id},
			},
			"set": map[string]interface{}{
				"name": "Han Solo",
			},
		}},
	}

	gqlResponse := updateCharacterParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)
}

func queryInterfaceAfterAddMutation(t *testing.T) {
	newStarship := addStarship(t)
	humanID := addHuman(t, newStarship.ID)
	droidID := addDroid(t)
	updateCharacter(t, humanID)

	t.Run("test query all characters", func(t *testing.T) {
		queryCharacterParams := &GraphQLParams{
			Query: `query {
			queryCharacter {
			  id
			  name
			  appearsIn
			  ... on Human {
				starships {
					name
					length
				}
				totalCredits
			  }
			  ... on Droid {
				primaryFunction
			  }
			}
		  }`,
		}

		gqlResponse := queryCharacterParams.ExecuteAsPost(t, GraphqlURL)
		RequireNoGQLErrors(t, gqlResponse)

		expected := fmt.Sprintf(`{
			"queryCharacter": [
			  {
				"id": "%s",
				"name": "Han Solo",
				"appearsIn": ["EMPIRE"],
				"starships": [
				  {
					"name": "Millennium Falcon",
					"length": 2
				  }
				],
				"totalCredits": 10
			  },
			  {
				"id": "%s",
				"name": "R2-D2",
				"appearsIn": ["EMPIRE"],
				"primaryFunction": "Robot"
			  }
			]
		  }`, humanID, droidID)

		testutil.CompareJSON(t, expected, string(gqlResponse.Data))
	})

	t.Run("test query characters by name", func(t *testing.T) {
		queryCharacterByNameParams := &GraphQLParams{
			Query: `query {
		queryCharacter(filter: { name: { eq: "Han Solo" } }) {
		  id
		  name
		  appearsIn
		  ... on Human {
			starships {
				name
				length
			}
			totalCredits
		  }
		  ... on Droid {
			primaryFunction
		  }
		}
	  }`,
		}

		gqlResponse := queryCharacterByNameParams.ExecuteAsPost(t, GraphqlURL)
		RequireNoGQLErrors(t, gqlResponse)

		expected := fmt.Sprintf(`{
		"queryCharacter": [
		  {
			"id": "%s",
			"name": "Han Solo",
			"appearsIn": ["EMPIRE"],
			"starships": [
			  {
				"name": "Millennium Falcon",
				"length": 2
			  }
			],
			"totalCredits": 10
		  }
		]
	  }`, humanID)
		testutil.CompareJSON(t, expected, string(gqlResponse.Data))
	})

	t.Run("test query all humans", func(t *testing.T) {
		queryHumanParams := &GraphQLParams{
			Query: `query {
		queryHuman {
		  id
		  name
		  appearsIn
		  starships {
			name
			length
		  }
		  totalCredits
		}
	  }`,
		}

		gqlResponse := queryHumanParams.ExecuteAsPost(t, GraphqlURL)
		RequireNoGQLErrors(t, gqlResponse)

		expected := fmt.Sprintf(`{
		"queryHuman": [
		  {
			"id": "%s",
			"name": "Han Solo",
			"appearsIn": ["EMPIRE"],
			"starships": [
			  {
				"name": "Millennium Falcon",
				"length": 2
			  }
			],
			"totalCredits": 10
		  }
		]
	  }`, humanID)
		testutil.CompareJSON(t, expected, string(gqlResponse.Data))
	})

	t.Run("test query humans by name", func(t *testing.T) {
		queryHumanParamsByName := &GraphQLParams{
			Query: `query {
		queryHuman(filter: { name: { eq: "Han Solo" } }) {
		  id
		  name
		  appearsIn
		  starships {
			name
			length
		  }
		  totalCredits
		}
	  }`,
		}

		gqlResponse := queryHumanParamsByName.ExecuteAsPost(t, GraphqlURL)
		RequireNoGQLErrors(t, gqlResponse)

		expected := fmt.Sprintf(`{
		"queryHuman": [
		  {
			"id": "%s",
			"name": "Han Solo",
			"appearsIn": ["EMPIRE"],
			"starships": [
			  {
				"name": "Millennium Falcon",
				"length": 2
			  }
			],
			"totalCredits": 10
		  }
		]
	  }`, humanID)

		testutil.CompareJSON(t, expected, string(gqlResponse.Data))
	})

	cleanupStarwars(t, newStarship.ID, humanID, droidID)
}

func cleanupStarwars(t *testing.T, starshipID, humanID, droidID string) {
	// Delete everything
	if starshipID != "" {
		starshipFilter := map[string]interface{}{"id": []string{starshipID}}
		DeleteGqlType(t, "Starship", starshipFilter, 1, nil)
	}
	if humanID != "" {
		humanFilter := map[string]interface{}{"id": []string{humanID}}
		DeleteGqlType(t, "Human", humanFilter, 1, nil)
	}
	if droidID != "" {
		droidFilter := map[string]interface{}{"id": []string{droidID}}
		DeleteGqlType(t, "Droid", droidFilter, 1, nil)
	}
}

func requireState(t *testing.T, uid string, expectedState *state,
	executeRequest requestExecutor) {

	params := &GraphQLParams{
		Query: `query getState($id: ID!) {
			getState(id: $id) {
				id
				xcode
				name
				country {
					id
					name
				}
			}
		}`,
		Variables: map[string]interface{}{"id": uid},
	}
	gqlResponse := executeRequest(t, GraphqlURL, params)
	RequireNoGQLErrors(t, gqlResponse)

	var result struct {
		GetState *state
	}
	err := json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	if diff := cmp.Diff(expectedState, result.GetState); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}
}

func addState(t *testing.T, name string, executeRequest requestExecutor) *state {
	addStateParams := &GraphQLParams{
		Query: `mutation addState($xcode: String!, $name: String!) {
			addState(input: [{ xcode: $xcode, name: $name }]) {
				state {
					id
					xcode
					name
				}
			}
		}`,
		Variables: map[string]interface{}{"name": name, "xcode": "cal"},
	}
	addStateExpected := `
		{ "addState": { "state": [{ "id": "_UID_", "name": "` + name + `", "xcode": "cal" } ]} }`

	gqlResponse := executeRequest(t, GraphqlURL, addStateParams)
	RequireNoGQLErrors(t, gqlResponse)

	var expected, result struct {
		AddState struct {
			State []*state
		}
	}
	err := json.Unmarshal([]byte(addStateExpected), &expected)
	require.NoError(t, err)
	err = json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	requireUID(t, result.AddState.State[0].ID)

	// Always ignore the ID of the object that was just created.  That ID is
	// minted by Dgraph.
	opt := cmpopts.IgnoreFields(state{}, "ID")
	if diff := cmp.Diff(expected, result, opt); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}

	return result.AddState.State[0]
}

func deleteState(
	t *testing.T,
	filter map[string]interface{},
	expectedNumUids int,
	expectedErrors x.GqlErrorList) {
	DeleteGqlType(t, "State", filter, expectedNumUids, expectedErrors)
}

func DeleteGqlType(
	t *testing.T,
	typeName string,
	filter map[string]interface{},
	expectedNumUids int,
	expectedErrors x.GqlErrorList) {

	deleteTypeParams := &GraphQLParams{
		Query: fmt.Sprintf(`mutation delete%s($filter: %sFilter!) {
			delete%s(filter: $filter) { msg numUids }
		}`, typeName, typeName, typeName),
		Variables: map[string]interface{}{"filter": filter},
	}

	gqlResponse := deleteTypeParams.ExecuteAsPost(t, GraphqlURL)
	if len(expectedErrors) == 0 {
		RequireNoGQLErrors(t, gqlResponse)

		var result map[string]interface{}
		err := json.Unmarshal(gqlResponse.Data, &result)
		require.NoError(t, err)

		deleteField := fmt.Sprintf(`delete%s`, typeName)
		deleteType := result[deleteField].(map[string]interface{})
		gotNumUids := int(deleteType["numUids"].(float64))
		require.Equal(t, expectedNumUids, gotNumUids,
			"numUids mismatch while deleting %s (filter: %v) want: %d, got: %d", typeName, filter,
			expectedNumUids, gotNumUids)
		if expectedNumUids == 0 {
			require.Equal(t, "No nodes were deleted", deleteType["msg"],
				"while deleting %s (filter: %v)", typeName, filter)
		} else {
			require.Equal(t, "Deleted", deleteType["msg"], "while deleting %s (filter: %v)",
				typeName, filter)
		}
	} else if diff := cmp.Diff(expectedErrors, gqlResponse.Errors); diff != "" {
		t.Errorf("errors mismatch (-want +got):\n%s", diff)
	}
}

func addMutationWithXid(t *testing.T, executeRequest requestExecutor) {
	newState := addState(t, "California", executeRequest)
	requireState(t, newState.ID, newState, executeRequest)

	// Try add again, it should fail this time.
	name := "Calgary"
	addStateParams := &GraphQLParams{
		Query: `mutation addState($xcode: String!, $name: String!) {
			addState(input: [{ xcode: $xcode, name: $name }]) {
				state {
					id
					xcode
					name
				}
			}
		}`,
		Variables: map[string]interface{}{"name": name, "xcode": "cal"},
	}

	gqlResponse := executeRequest(t, GraphqlURL, addStateParams)
	require.NotNil(t, gqlResponse.Errors)
	require.Contains(t, gqlResponse.Errors[0].Error(),
		"because id cal already exists for type State")

	filter := map[string]interface{}{"xcode": map[string]interface{}{"eq": "cal"}}
	deleteState(t, filter, 1, nil)
}

func addMutationWithXID(t *testing.T) {
	addMutationWithXid(t, postExecutor)
}

func addMultipleMutationWithOneError(t *testing.T) {
	newCountry := addCountry(t, postExecutor)
	newAuth := addAuthor(t, newCountry.ID, postExecutor)

	badAuth := &author{
		ID: "0x0",
	}

	goodPost := &post{
		Title:       "Test Post",
		Text:        "This post is just a test.",
		IsPublished: true,
		NumLikes:    1000,
		Author:      newAuth,
	}

	badPost := &post{
		Title:       "Test Post",
		Text:        "This post is just a test.",
		IsPublished: true,
		NumLikes:    1000,
		Author:      badAuth,
	}

	anotherGoodPost := &post{
		Title:       "Another Test Post",
		Text:        "This is just another post",
		IsPublished: true,
		NumLikes:    1000,
		Author:      newAuth,
	}

	addPostParams := &GraphQLParams{
		Query: `mutation addPost($posts: [AddPostInput!]!) {
			addPost(input: $posts) {
			  post {
				postID
				title
				author {
					id
				}
			  }
			}
		}`,
		Variables: map[string]interface{}{"posts": []*post{goodPost, badPost,
			anotherGoodPost}},
	}

	gqlResponse := postExecutor(t, GraphqlURL, addPostParams)

	addPostExpected := fmt.Sprintf(`{ "addPost": {
		"post": [{
			"title": "Text Post",
			"author": {
				"id": "%s"
			}
		}, {
			"title": "Another Test Post",
			"author": {
				"id": "%s"
			}
		}]
	} }`, newAuth.ID, newAuth.ID)

	var expected, result struct {
		AddPost struct {
			Post []*post
		}
	}
	err := json.Unmarshal([]byte(addPostExpected), &expected)
	require.NoError(t, err)
	err = json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	require.Contains(t, gqlResponse.Errors[0].Error(),
		`couldn't rewrite query for mutation addPost because ID "0x0" isn't a Author`)

	cleanUp(t, []*country{newCountry}, []*author{newAuth}, result.AddPost.Post)
}

func addMovie(t *testing.T, executeRequest requestExecutor) *movie {
	addMovieParams := &GraphQLParams{
		Query: `mutation addMovie($name: String!) {
			addMovie(input: [{ name: $name }]) {
				movie {
					id
					name
					director {
						name
					}
				}
			}
		}`,
		Variables: map[string]interface{}{"name": "Testmovie"},
	}
	addMovieExpected := `
		{ "addMovie": { "movie": [{ "id": "_UID_", "name": "Testmovie", "director": [] }] } }`

	gqlResponse := executeRequest(t, GraphqlURL, addMovieParams)
	RequireNoGQLErrors(t, gqlResponse)

	var expected, result struct {
		AddMovie struct {
			Movie []*movie
		}
	}
	err := json.Unmarshal([]byte(addMovieExpected), &expected)
	require.NoError(t, err)
	err = json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	require.Equal(t, len(result.AddMovie.Movie), 1)
	requireUID(t, result.AddMovie.Movie[0].ID)

	// Always ignore the ID of the object that was just created.  That ID is
	// minted by Dgraph.
	opt := cmpopts.IgnoreFields(movie{}, "ID")
	if diff := cmp.Diff(expected, result, opt); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}

	return result.AddMovie.Movie[0]
}

func cleanupMovieAndDirector(t *testing.T, movieID, directorID string) {
	// Delete everything
	multiMutationParams := &GraphQLParams{
		Query: `mutation cleanup($movieFilter: MovieFilter!, $dirFilter: MovieDirectorFilter!) {
		deleteMovie(filter: $movieFilter) { msg }
		deleteMovieDirector(filter: $dirFilter) { msg }
	}`,
		Variables: map[string]interface{}{
			"movieFilter": map[string]interface{}{
				"id": []string{movieID},
			},
			"dirFilter": map[string]interface{}{
				"id": []string{directorID},
			},
		},
	}
	multiMutationExpected := `{
	"deleteMovie": { "msg": "Deleted" },
	"deleteMovieDirector" : { "msg": "Deleted" }
}`

	gqlResponse := multiMutationParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	testutil.CompareJSON(t, multiMutationExpected, string(gqlResponse.Data))
}

func addMutationWithReverseDgraphEdge(t *testing.T) {
	// create movie
	// create movie director and link the movie
	// query for movie and movie director along reverse edge, we should be able to get the director

	newMovie := addMovie(t, postExecutor)

	addMovieDirectorParams := &GraphQLParams{
		Query: `mutation addMovieDirector($dir: [AddMovieDirectorInput!]!) {
			addMovieDirector(input: $dir) {
			  movieDirector {
				id
				name
			  }
			}
		}`,
		Variables: map[string]interface{}{"dir": []map[string]interface{}{{
			"name":     "Spielberg",
			"directed": []map[string]interface{}{{"id": newMovie.ID}},
		}}},
	}

	addMovieDirectorExpected := `{ "addMovieDirector": { "movieDirector": [{ "id": "_UID_", "name": "Spielberg" }] } }`

	gqlResponse := postExecutor(t, GraphqlURL, addMovieDirectorParams)
	RequireNoGQLErrors(t, gqlResponse)

	var expected, result struct {
		AddMovieDirector struct {
			MovieDirector []*director
		}
	}
	err := json.Unmarshal([]byte(addMovieDirectorExpected), &expected)
	require.NoError(t, err)
	err = json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	require.Equal(t, len(result.AddMovieDirector.MovieDirector), 1)
	movieDirectorID := result.AddMovieDirector.MovieDirector[0].ID
	requireUID(t, movieDirectorID)

	// Always ignore the ID of the object that was just created.  That ID is
	// minted by Dgraph.
	opt := cmpopts.IgnoreFields(director{}, "ID")
	if diff := cmp.Diff(expected, result, opt); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}

	getMovieParams := &GraphQLParams{
		Query: `query getMovie($id: ID!) {
			getMovie(id: $id) {
				name
				director {
					name
				}
			}
		}`,
		Variables: map[string]interface{}{
			"id": newMovie.ID,
		},
	}

	gqlResponse = getMovieParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)
	expectedResponse := `{"getMovie":{"name":"Testmovie","director":[{"name":"Spielberg"}]}}`
	require.Equal(t, expectedResponse, string(gqlResponse.Data))

	cleanupMovieAndDirector(t, newMovie.ID, movieDirectorID)
}

func testNumUids(t *testing.T) {
	newCountry := addCountry(t, postExecutor)

	auth := &author{
		Name:    "New Author",
		Country: newCountry,
		Posts: []*post{
			{
				Title:    "A New Post for testing numUids",
				Text:     "Text of new post",
				Tags:     []string{},
				Category: &category{Name: "A Category"},
			},
			{
				Title: "Another New Post for testing numUids",
				Text:  "Text of other new post",
				Tags:  []string{},
			},
		},
	}

	addAuthorParams := &GraphQLParams{
		Query: `mutation addAuthor($author: [AddAuthorInput!]!) {
			addAuthor(input: $author) {
				numUids
				author {
					id
					posts {
						postID
					}
				}
			}
		}`,
		Variables: map[string]interface{}{"author": []*author{auth}},
	}

	var result struct {
		AddAuthor struct {
			Author  []*author
			NumUids int
		}
	}

	gqlResponse := postExecutor(t, GraphqlURL, addAuthorParams)
	RequireNoGQLErrors(t, gqlResponse)

	t.Run("Test numUID in add", func(t *testing.T) {
		err := json.Unmarshal([]byte(gqlResponse.Data), &result)
		require.NoError(t, err)
		require.Equal(t, result.AddAuthor.NumUids, 4)
	})

	t.Run("Test numUID in update", func(t *testing.T) {
		updatePostParams := &GraphQLParams{
			Query: `mutation updatePosts($posts: UpdatePostInput!) {
			updatePost(input: $posts) {
				numUids
			}
		}`,
			Variables: map[string]interface{}{"posts": map[string]interface{}{
				"filter": map[string]interface{}{
					"title": map[string]interface{}{
						"anyofterms": "numUids",
					},
				},
				"set": map[string]interface{}{
					"numLikes": 999,
				},
			}},
		}

		gqlResponse = postExecutor(t, GraphqlURL, updatePostParams)
		RequireNoGQLErrors(t, gqlResponse)

		var updateResult struct {
			UpdatePost struct {
				Post    []*post
				NumUids int
			}
		}

		err := json.Unmarshal([]byte(gqlResponse.Data), &updateResult)
		require.NoError(t, err)
		require.Equal(t, updateResult.UpdatePost.NumUids, 2)
	})

	t.Run("Test numUID in delete", func(t *testing.T) {
		deleteAuthorParams := &GraphQLParams{
			Query: `mutation deleteItems($authorFilter: AuthorFilter!,
			$postFilter: PostFilter!) {

			deleteAuthor(filter: $authorFilter) {
				numUids
			}

			deletePost(filter: $postFilter) {
				numUids
				msg
			}
		}`,
			Variables: map[string]interface{}{
				"postFilter": map[string]interface{}{
					"title": map[string]interface{}{
						"anyofterms": "numUids",
					},
				},
				"authorFilter": map[string]interface{}{
					"id": []string{result.AddAuthor.Author[0].ID},
				},
			},
		}
		gqlResponse = postExecutor(t, GraphqlURL, deleteAuthorParams)
		RequireNoGQLErrors(t, gqlResponse)

		var deleteResult struct {
			DeleteAuthor struct {
				Msg     string
				NumUids int
			}
			DeletePost struct {
				Msg     string
				NumUids int
			}
		}

		err := json.Unmarshal([]byte(gqlResponse.Data), &deleteResult)
		require.NoError(t, err)
		require.Equal(t, deleteResult.DeleteAuthor.NumUids, 1)
		require.Equal(t, deleteResult.DeleteAuthor.Msg, "")
		require.Equal(t, deleteResult.DeletePost.NumUids, 2)
		require.Equal(t, deleteResult.DeletePost.Msg, "Deleted")
	})

	// no need to delete author and posts as they would be already deleted by above test
	cleanUp(t, []*country{newCountry}, nil, nil)
}

func deleteUser(t *testing.T, userObj user) {
	DeleteGqlType(t, "User", GetXidFilter("name", []interface{}{userObj.Name}), 1, nil)
}

func threeLevelDeepMutation(t *testing.T) {
	newStudent := &student{
		Xid:  "HS1",
		Name: "Stud1",
		TaughtBy: []*teacher{
			{
				Xid:     "HT0",
				Name:    "Teacher0",
				Subject: "English",
				Teaches: []*student{{
					Xid:  "HS2",
					Name: "Stud2",
				}},
			},
		},
	}

	newStudents := []*student{newStudent}

	addStudentParams := &GraphQLParams{
		Query: `mutation addStudent($input: [AddStudentInput!]!) {
			addStudent(input: $input) {
				student {
					xid
					name
					taughtBy {
						id
						xid
						name
						subject
						teaches (order: {asc:xid}) {
							xid
							taughtBy {
								name
								xid
								subject
							}
						}
					}
				}
			}
		}`,
		Variables: map[string]interface{}{"input": newStudents},
	}

	gqlResponse := postExecutor(t, GraphqlURL, addStudentParams)
	RequireNoGQLErrors(t, gqlResponse)

	var actualResult struct {
		AddStudent struct {
			Student []*student
		}
	}

	err := json.Unmarshal(gqlResponse.Data, &actualResult)
	require.NoError(t, err)

	require.Equal(t, actualResult.AddStudent.Student[0].Xid, "HS1")
	require.Equal(t, actualResult.AddStudent.Student[0].TaughtBy[0].Xid, "HT0")
	require.Equal(t, actualResult.AddStudent.Student[0].TaughtBy[0].Teaches[0].Xid, "HS1")
	require.Equal(t, actualResult.AddStudent.Student[0].TaughtBy[0].Teaches[0].TaughtBy[0].Xid, "HT0")
	require.Equal(t, actualResult.AddStudent.Student[0].TaughtBy[0].Teaches[1].Xid, "HS2")
	require.Equal(t, actualResult.AddStudent.Student[0].TaughtBy[0].Teaches[1].TaughtBy[0].Xid, "HT0")

	// cleanup
	filter := GetXidFilter("xid", []interface{}{"HS1", "HS2"})
	DeleteGqlType(t, "Student", filter, 2, nil)
	filter = GetXidFilter("xid", []interface{}{"HT0"})
	DeleteGqlType(t, "Teacher", filter, 1, nil)

}

func deepMutationDuplicateXIDsSameObjectTest(t *testing.T) {
	newStudents := []*student{
		{
			Xid:  "S0",
			Name: "Stud0",
			TaughtBy: []*teacher{
				{
					Xid:     "T0",
					Name:    "Teacher0",
					Subject: "English",
				},
			},
		},
		{
			Xid:  "S1",
			Name: "Stud1",
			TaughtBy: []*teacher{
				{
					Xid:     "T0",
					Name:    "Teacher0",
					Subject: "English",
				},
				{
					Xid:     "T0",
					Name:    "Teacher0",
					Subject: "English",
				},
			},
		},
	}

	addStudentParams := &GraphQLParams{
		Query: `mutation addStudent($input: [AddStudentInput!]!) {
			addStudent(input: $input) {
				student {
					xid
					name
					taughtBy {
						id
						xid
						name
						subject
					}
				}
			}
		}`,
		Variables: map[string]interface{}{"input": newStudents},
	}

	gqlResponse := postExecutor(t, GraphqlURL, addStudentParams)
	RequireNoGQLErrors(t, gqlResponse)

	var actualResult struct {
		AddStudent struct {
			Student []*student
		}
	}
	err := json.Unmarshal(gqlResponse.Data, &actualResult)
	require.NoError(t, err)

	ignoreOpts := append(ignoreOpts(), sliceSorter())
	if diff := cmp.Diff(actualResult.AddStudent.Student, []*student{
		newStudents[0],
		{
			Xid:      newStudents[1].Xid,
			Name:     newStudents[1].Name,
			TaughtBy: []*teacher{newStudents[1].TaughtBy[0]},
		},
	}, ignoreOpts...); diff != "" {
		t.Errorf("result mismatch (-want +got):\n%s", diff)
	}
	require.Equal(t, actualResult.AddStudent.Student[0].TaughtBy[0].ID,
		actualResult.AddStudent.Student[1].TaughtBy[0].ID)

	// cleanup
	filter := GetXidFilter("xid", []interface{}{newStudents[0].Xid, newStudents[1].Xid})
	DeleteGqlType(t, "Student", filter, 2, nil)
	filter = GetXidFilter("xid", []interface{}{newStudents[0].TaughtBy[0].Xid})
	DeleteGqlType(t, "Teacher", filter, 1, nil)
}

func sliceSorter() cmp.Option {
	return cmpopts.SortSlices(func(v1, v2 interface{}) bool {
		switch t1 := v1.(type) {
		case *country:
			t2 := v2.(*country)
			return t1.Name < t2.Name
		case *state:
			t2 := v2.(*state)
			return t1.Name < t2.Name
		case *teacher:
			t2 := v2.(*teacher)
			return t1.Xid < t2.Xid
		case *student:
			t2 := v2.(*student)
			return t1.Xid < t2.Xid
		}
		return v1.(string) < v2.(string)
	})
}

func GetXidFilter(xidKey string, xidVals []interface{}) map[string]interface{} {
	if len(xidVals) == 0 || xidKey == "" {
		return nil
	}

	filter := map[string]interface{}{
		xidKey: map[string]interface{}{"eq": xidVals[0]},
	}

	var currLevel = filter

	for i := 1; i < len(xidVals); i++ {
		currLevel["or"] = map[string]interface{}{
			xidKey: map[string]interface{}{"eq": xidVals[i]},
		}
		currLevel = currLevel["or"].(map[string]interface{})
	}

	return filter
}

func queryTypenameInMutation(t *testing.T) {
	addStateParams := &GraphQLParams{
		Query: `mutation {
            __typename
			a:__typename
			addState(input: [{xcode: "S1", name: "State1"}]) {
				state {
					__typename
					xcode
					name
				}
				__typename
			}
		}`,
	}

	gqlResponse := addStateParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	addStateExpected := `{
		"__typename":"Mutation",
		"a":"Mutation",
		"addState": {
			"state": [{
				"__typename": "State",
				"xcode": "S1",
				"name": "State1"
			}],
			"__typename": "AddStatePayload"
		}
	}`
	testutil.CompareJSON(t, addStateExpected, string(gqlResponse.Data))

	filter := map[string]interface{}{"xcode": map[string]interface{}{"eq": "S1"}}
	deleteState(t, filter, 1, nil)
}

func ensureAliasInMutationPayload(t *testing.T) {
	// querying __typename, numUids and state with alias
	addStateParams := &GraphQLParams{
		Query: `mutation {
			addState(input: [{xcode: "S1", name: "State1"}]) {
				type: __typename
				numUids
				count: numUids
				op: state {
					xcode
				}
			}
		}`,
	}

	gqlResponse := addStateParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	addStateExpected := `{
		"addState": {
			"type": "AddStatePayload",
			"numUids": 1,
			"count": 1,
			"op": [{"xcode":"S1"}]
		}
	}`
	require.JSONEq(t, addStateExpected, string(gqlResponse.Data))

	filter := map[string]interface{}{"xcode": map[string]interface{}{"eq": "S1"}}
	deleteState(t, filter, 1, nil)
}

func mutationsHaveExtensions(t *testing.T) {
	mutation := &GraphQLParams{
		Query: `mutation {
			addCategory(input: [{ name: "cat" }]) {
				category {
					id
				}
			}
		}`,
	}

	touchedUidskey := "touched_uids"
	gqlResponse := mutation.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)
	require.Contains(t, gqlResponse.Extensions, touchedUidskey)
	require.Greater(t, int(gqlResponse.Extensions[touchedUidskey].(float64)), 0)

	// cleanup
	var resp struct {
		AddCategory struct {
			Category []category
		}
	}
	err := json.Unmarshal(gqlResponse.Data, &resp)
	require.NoError(t, err)
	DeleteGqlType(t, "Category",
		map[string]interface{}{"id": []string{resp.AddCategory.Category[0].ID}}, 1, nil)
}

func mutationsWithAlias(t *testing.T) {
	newCountry := addCountry(t, postExecutor)
	aliasMutationParams := &GraphQLParams{
		Query: `mutation alias($filter: CountryFilter!) {

			upd: updateCountry(input: {
				filter: $filter
				set: { name: "Testland Alias" }
			}) {
				updatedCountry: country {
					name
					theName: name
				}
			}

			del: deleteCountry(filter: $filter) {
				message: msg
				uids: numUids
			}
		}`,
		Variables: map[string]interface{}{
			"filter": map[string]interface{}{"id": []string{newCountry.ID}}},
	}
	multiMutationExpected := `{
		"upd": { "updatedCountry": [{ "name": "Testland Alias", "theName": "Testland Alias" }] },
		"del" : { "message": "Deleted", "uids": 1 }
	}`

	gqlResponse := aliasMutationParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	require.JSONEq(t, multiMutationExpected, string(gqlResponse.Data))
}

func updateMutationWithoutSetRemove(t *testing.T) {
	country := addCountry(t, postExecutor)

	updateCountryParams := &GraphQLParams{
		Query: `mutation updateCountry($id: ID!){
			updateCountry(input: {filter: {id: [$id]}}) {
				numUids
				country {
					id
					name
				}
			}
		}`,
		Variables: map[string]interface{}{"id": country.ID},
	}
	gqlResponse := updateCountryParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	require.JSONEq(t, `{
		"updateCountry": {
			"numUids": 0,
			"country": []
    	}
	}`, string(gqlResponse.Data))

	// cleanup
	deleteCountry(t, map[string]interface{}{"id": []string{country.ID}}, 1, nil)
}

func checkCascadeWithMutationWithoutIDField(t *testing.T) {
	addStateParams := &GraphQLParams{
		Query: `mutation {
			addState(input: [{xcode: "S2", name: "State2"}]) @cascade(fields:["numUids"]) {
				state @cascade(fields:["xcode"]) {
					xcode
					name
				}
			}
		}`,
	}

	gqlResponse := addStateParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	addStateExpected := `{
		"addState": {
			"state": [{
				"xcode": "S2",
				"name": "State2"
			}]
		}
	}`
	testutil.CompareJSON(t, addStateExpected, string(gqlResponse.Data))

	filter := map[string]interface{}{"xcode": map[string]interface{}{"eq": "S2"}}
	deleteState(t, filter, 1, nil)
}

func int64BoundaryTesting(t *testing.T) {
	//This test checks the range of Int64
	//(2^63)=9223372036854775808
	addPost1Params := &GraphQLParams{
		Query: `mutation {
			addpost1(input: [{title: "Dgraph", numLikes: 9223372036854775807 },{title: "Dgraph1", numLikes: -9223372036854775808 }]) {
				post1 {
					title
					numLikes
				}
			}
		}`,
	}

	gqlResponse := addPost1Params.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	addPost1Expected := `{
		"addpost1": {
			"post1": [{
				"title": "Dgraph",
				"numLikes": 9223372036854775807

			},{
				"title": "Dgraph1",
				"numLikes": -9223372036854775808
			}]
		}
	}`
	testutil.CompareJSON(t, addPost1Expected, string(gqlResponse.Data))
	filter := map[string]interface{}{"title": map[string]interface{}{"regexp": "/Dgraph.*/"}}
	DeleteGqlType(t, "post1", filter, 2, nil)
}

func intWithList(t *testing.T) {
	tcases := []struct {
		name      string
		query     string
		variables map[string]interface{}
		expected  string
	}{{
		name: "list of integers in mutation",
		query: `mutation {
			addpost1(input: [{title: "Dgraph",commentsByMonth:[2,33,11,6],likesByMonth:[4,33,1,66] }]) {
				post1 {
					title
                    commentsByMonth
                    likesByMonth
				}
			}
		}`,
		expected: `{
		"addpost1": {
			"post1": [{
				"title": "Dgraph",
				"commentsByMonth": [2,33,11,6],
                "likesByMonth": [4,33,1,66]
			}]
		}
	}`,
	}, {
		name: "list of integers in variable",
		query: `mutation($post1:[Addpost1Input!]!) {
			addpost1(input:$post1 ) {
				post1 {
					title
                    commentsByMonth
                    likesByMonth
				}
			}
		}`,
		variables: map[string]interface{}{"post1": []interface{}{map[string]interface{}{"title": "Dgraph", "commentsByMonth": []int{2, 33, 11, 6}, "likesByMonth": []int64{4, 33, 1, 66}}}},

		expected: `{
		"addpost1": {
			"post1": [{
				"title": "Dgraph",
				"commentsByMonth": [2,33,11,6],
                "likesByMonth": [4,33,1,66]
			}]
		}
	}`,
	}}
	for _, tcase := range tcases {
		t.Run(tcase.name, func(t *testing.T) {
			params := &GraphQLParams{
				Query:     tcase.query,
				Variables: tcase.variables,
			}
			resp := params.ExecuteAsPost(t, GraphqlURL)
			RequireNoGQLErrors(t, resp)
			testutil.CompareJSON(t, tcase.expected, string(resp.Data))
			filter := map[string]interface{}{"title": map[string]interface{}{"regexp": "/Dgraph.*/"}}
			DeleteGqlType(t, "post1", filter, 1, nil)
		})
	}

}

func nestedAddMutationWithHasInverse(t *testing.T) {
	params := &GraphQLParams{
		Query: `mutation addPerson1($input: [AddPerson1Input!]!) {
			addPerson1(input: $input) {
				person1 {
					name
					friends {
						name
						friends {
							name
						}
					}
				}
			}
		}`,
		Variables: map[string]interface{}{
			"input": []interface{}{
				map[string]interface{}{
					"name": "Or",
					"friends": []interface{}{
						map[string]interface{}{
							"name": "Michal",
							"friends": []interface{}{
								map[string]interface{}{
									"name": "Justin",
								},
							},
						},
					},
				},
			},
		},
	}

	gqlResponse := postExecutor(t, GraphqlURL, params)
	RequireNoGQLErrors(t, gqlResponse)

	expected := `{
		"addPerson1": {
		  "person1": [
			{
			  "friends": [
				{
				  "friends": [
					{
					  "name": "Or"
					},
					{
					  "name": "Justin"
					}
				  ],
				  "name": "Michal"
				}
			  ],
			  "name": "Or"
			}
		  ]
		}
	  }`
	testutil.CompareJSON(t, expected, string(gqlResponse.Data))

	// cleanup
	DeleteGqlType(t, "Person1", map[string]interface{}{}, 3, nil)
}

func mutationPointType(t *testing.T) {
	addHotelParams := &GraphQLParams{
		Query: `
		mutation addHotel($hotel: AddHotelInput!) {
		  addHotel(input: [$hotel]) {
			hotel {
			  name
			  location {
				__typename
				latitude
				longitude
			  }
			}
		  }
		}`,
		Variables: map[string]interface{}{"hotel": map[string]interface{}{
			"name": "Taj Hotel",
			"location": map[string]interface{}{
				"latitude":  11.11,
				"longitude": 22.22,
			},
		}},
	}
	gqlResponse := addHotelParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	addHotelExpected := `
	{
		"addHotel": {
			"hotel": [{
				"name": "Taj Hotel",
				"location": {
					"__typename": "Point",
					"latitude": 11.11,
					"longitude": 22.22
				}
			}]
		}
	}`
	testutil.CompareJSON(t, addHotelExpected, string(gqlResponse.Data))

	// Cleanup
	DeleteGqlType(t, "Hotel", map[string]interface{}{}, 1, nil)
}

func mutationPolygonType(t *testing.T) {
	addHotelParams := &GraphQLParams{
		Query: `
		mutation addHotel {
		  addHotel(input: [
				{
					name: "Taj Hotel"
					area : {
							coordinates: [{
								points: [{
									latitude: 11.11,
									longitude: 22.22
								}, {
									latitude: 15.15,
									longitude: 16.16
								}, {
									latitude: 20.20,
									longitude: 21.21
								},
 								{
									latitude: 11.11,
									longitude: 22.22
								}]
							}, {
								points: [{
									latitude: 11.18,
									longitude: 22.28
								}, {
									latitude: 15.18,
									longitude: 16.18
								}, {
									latitude: 20.28,
									longitude: 21.28
								}, {
									latitude: 11.18,
									longitude: 22.28
								}]
							}]
    					}
					}
					]) {
			hotel {
			  name
			  area {
				__typename
				coordinates {
                  __typename
				  points {
					latitude
					__typename
					longitude
				  }
				}
			  }
			}
		  }
		}`,
	}
	gqlResponse := addHotelParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	addHotelExpected := `
	{
		"addHotel": {
			"hotel": [{
				"name": "Taj Hotel",
				"area": {
				  "__typename": "Polygon",
				  "coordinates": [{
					"__typename": "PointList",
					"points": [{
					  "__typename": "Point",
					  "latitude": 11.11,
					  "longitude": 22.22
					}, {
					  "__typename": "Point",
					  "latitude": 15.15,
					  "longitude": 16.16
					}, {
					  "__typename": "Point",
					  "latitude": 20.20,
					  "longitude": 21.21
					},{
					  "__typename": "Point",
					  "latitude": 11.11,
					  "longitude": 22.22
					}]
				  }, {
					  "__typename": "PointList",
					  "points": [{
					  	"__typename": "Point",
						"latitude": 11.18,
						"longitude": 22.28
					  }, {
					  	"__typename": "Point",
						"latitude": 15.18,
						"longitude": 16.18
					  }, {
					  	"__typename": "Point",
						"latitude": 20.28,
						"longitude": 21.28
					  }, {
					  	"__typename": "Point",
						"latitude": 11.18,
						"longitude": 22.28
					  }]
				  }]
				}
			}]
		}
	}`
	testutil.CompareJSON(t, addHotelExpected, string(gqlResponse.Data))

	// Cleanup
	DeleteGqlType(t, "Hotel", map[string]interface{}{}, 1, nil)
}

func mutationMultiPolygonType(t *testing.T) {
	addHotelParams := &GraphQLParams{
		Query: `
		mutation addHotel {
		  addHotel(input: [{
			name: "Taj Hotel"
			branches : {
				polygons: [{
					coordinates: [{
						points: [{
							latitude: 11.11,
							longitude: 22.22
						}, {
							latitude: 15.15,
							longitude: 16.16
						}, {
							latitude: 20.20,
							longitude: 21.21
						}, {
							latitude: 11.11,
							longitude: 22.22
						}]
					}, {
						points: [{
							latitude: 11.18,
							longitude: 22.28
						}, {
							latitude: 15.18,
							longitude: 16.18
						}, {
							latitude: 20.28,
							longitude: 21.28
						}, {
							latitude: 11.18,
							longitude: 22.28
						}]
					}]
				}, {
					coordinates: [{
						points: [{
							latitude: 91.11,
							longitude: 92.22
						}, {
							latitude: 15.15,
							longitude: 16.16
						}, {
							latitude: 20.20,
							longitude: 21.21
						}, {
							latitude: 91.11,
							longitude: 92.22
						}]
					}, {
						points: [{
							latitude: 11.18,
							longitude: 22.28
						}, {
							latitude: 15.18,
							longitude: 16.18
						}, {
							latitude: 20.28,
							longitude: 21.28
						}, {
							latitude: 11.18,
							longitude: 22.28
						}]
					}]
				}]
			}
		  }]) {
			hotel {
			  name
			  branches {
				__typename
				polygons {
					__typename
					coordinates {
					  __typename
					  points {
						latitude
						__typename
						longitude
					  }
					}
				}
			  }
			}
		  }
		}`,
	}
	gqlResponse := addHotelParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	addHotelExpected := `
	{
		"addHotel": {
			"hotel": [{
				"name": "Taj Hotel",
				"branches": {
					"__typename": "MultiPolygon",
					"polygons": [{
					  "__typename": "Polygon",
					  "coordinates": [{
						"__typename": "PointList",
						"points": [{
						  "__typename": "Point",
						  "latitude": 11.11,
						  "longitude": 22.22
						}, {
						  "__typename": "Point",
						  "latitude": 15.15,
						  "longitude": 16.16
						}, {
						  "__typename": "Point",
						  "latitude": 20.20,
						  "longitude": 21.21
						},{
						  "__typename": "Point",
						  "latitude": 11.11,
						  "longitude": 22.22
						}]
					  }, {
						  "__typename": "PointList",
						  "points": [{
							"__typename": "Point",
							"latitude": 11.18,
							"longitude": 22.28
						  }, {
							"__typename": "Point",
							"latitude": 15.18,
							"longitude": 16.18
						  }, {
							"__typename": "Point",
							"latitude": 20.28,
							"longitude": 21.28
						  }, {
							"__typename": "Point",
							"latitude": 11.18,
							"longitude": 22.28
						  }]
					  }]
					}, {
					  "__typename": "Polygon",
					  "coordinates": [{
						"__typename": "PointList",
						"points": [{
						  "__typename": "Point",
						  "latitude": 91.11,
						  "longitude": 92.22
						}, {
						  "__typename": "Point",
						  "latitude": 15.15,
						  "longitude": 16.16
						}, {
						  "__typename": "Point",
						  "latitude": 20.20,
						  "longitude": 21.21
						},{
						  "__typename": "Point",
						  "latitude": 91.11,
						  "longitude": 92.22
						}]
					  }, {
						  "__typename": "PointList",
						  "points": [{
							"__typename": "Point",
							"latitude": 11.18,
							"longitude": 22.28
						  }, {
							"__typename": "Point",
							"latitude": 15.18,
							"longitude": 16.18
						  }, {
							"__typename": "Point",
							"latitude": 20.28,
							"longitude": 21.28
						  }, {
							"__typename": "Point",
							"latitude": 11.18,
							"longitude": 22.28
						  }]
					  }]
					}]
				}
			}]
		}
	}`
	testutil.CompareJSON(t, addHotelExpected, string(gqlResponse.Data))

	// Cleanup
	DeleteGqlType(t, "Hotel", map[string]interface{}{}, 1, nil)
}

func addMutationWithHasInverseOverridesCorrectly(t *testing.T) {
	params := &GraphQLParams{
		Query: `mutation addCountry($input: [AddCountryInput!]!) {
			addCountry(input: $input) {
			  country {
				name
				states{
				  xcode
				  name
				  country{
					name
				  }
				}
			  }
			}
		  }`,

		Variables: map[string]interface{}{
			"input": []interface{}{
				map[string]interface{}{
					"name": "A country",
					"states": []interface{}{
						map[string]interface{}{
							"xcode": "abc",
							"name":  "Alphabet",
						},
						map[string]interface{}{
							"xcode": "def",
							"name":  "Vowel",
							"country": map[string]interface{}{
								"name": "B country",
							},
						},
					},
				},
			},
		},
	}

	gqlResponse := postExecutor(t, GraphqlURL, params)
	RequireNoGQLErrors(t, gqlResponse)

	expected := `{
		"addCountry": {
		  "country": [
			{
			  "name": "A country",
			  "states": [
				{
				  "country": {
					"name": "A country"
				  },
				  "name": "Alphabet",
				  "xcode": "abc"
				},
				{
				  "country": {
					"name": "A country"
				  },
				  "name": "Vowel",
				  "xcode": "def"
				}
			  ]
			}
		  ]
		}
	  }`
	testutil.CompareJSON(t, expected, string(gqlResponse.Data))
	filter := map[string]interface{}{"name": map[string]interface{}{"eq": "A country"}}
	deleteCountry(t, filter, 1, nil)
	filter = map[string]interface{}{"xcode": map[string]interface{}{"eq": "abc"}}
	deleteState(t, filter, 1, nil)
	filter = map[string]interface{}{"xcode": map[string]interface{}{"eq": "def"}}
	deleteState(t, filter, 1, nil)
}

func addUniversity(t *testing.T) string {
	addUniversityParams := &GraphQLParams{
		Query: `mutation addUniversity($university: AddUniversityInput!) {
			addUniversity(input: [$university]) {
				university {
					id
					name
				}
			}
		}`,
		Variables: map[string]interface{}{"university": map[string]interface{}{
			"name": "The Great University",
		}},
	}

	gqlResponse := addUniversityParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	var result struct {
		AddUniversity struct {
			University []struct {
				ID   string
				name string
			}
		}
	}
	err := json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)

	requireUID(t, result.AddUniversity.University[0].ID)
	return result.AddUniversity.University[0].ID
}

func updateUniversity(t *testing.T, id string) {
	updateUniversityParams := &GraphQLParams{
		Query: `mutation updateUniversity($university: UpdateUniversityInput!) {
			updateUniversity(input: $university) {
				university {
					name
					numStudents
				}
			}
		}`,
		Variables: map[string]interface{}{"university": map[string]interface{}{
			"filter": map[string]interface{}{
				"id": []string{id},
			},
			"set": map[string]interface{}{
				"numStudents": 1000,
			},
		}},
	}

	gqlResponse := updateUniversityParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	var result struct {
		UpdateUniversity struct {
			University []struct {
				name        string
				numStudents int
			}
		}
	}
	err := json.Unmarshal([]byte(gqlResponse.Data), &result)
	require.NoError(t, err)
}

func filterInMutationsWithArrayForAndOr(t *testing.T) {
	tcases := []struct {
		name      string
		query     string
		variables string
		expected  string
	}{
		{
			name: "Filter with OR at top level in Mutation",
			query: `mutation {
			         addpost1(input: [{title: "Dgraph", numLikes: 100}]) {
			        	post1(filter:{or:{title:{eq: "Dgraph"}}}) {
							title
							numLikes
				        }
			         }
		          }`,
			expected: `{
					  "addpost1": {
						"post1": [
						  {
							"title": "Dgraph",
							"numLikes": 100
						  }
						]
					  }
					}`,
		},
		{
			name: "Filter with OR at top level in Mutation using variables",
			query: `mutation($filter:post1Filter) {
						addpost1(input: [{title: "Dgraph", numLikes: 100}]) {
							post1(filter:$filter) {
								title
								numLikes
							}
						}
					}`,
			variables: `{"filter":{"or":{"title":{"eq": "Dgraph"}}}}`,
			expected: `{
						  "addpost1": {
							"post1": [
							  {
								"title": "Dgraph",
								"numLikes": 100
							  }
							]
						  }
						}`,
		},
		{
			name: "Filter with AND at top level in Mutation",
			query: `mutation {
						addpost1(input: [{title: "Dgraph", numLikes: 100}]) {
							post1(filter:{and:{title:{eq: "Dgraph"}}}) {
								title
								numLikes
							}
						}
					}`,
			expected: `{
						  "addpost1": {
							"post1": [
							  {
								"title": "Dgraph",
								"numLikes": 100
							  }
							]
						  }
						}`,
		},
		{
			name: "Filter with AND at top level in Mutation using variables",
			query: `mutation($filter:post1Filter) {
						addpost1(input: [{title: "Dgraph", numLikes: 100}]) {
							post1(filter:$filter) {
								title
								numLikes
							}
						}
					}`,
			variables: `{"filter":{"and":{"title":{"eq": "Dgraph"}}}}`,
			expected: `{
						  "addpost1": {
							"post1": [
							  {
								"title": "Dgraph",
								"numLikes": 100
							  }
							]
						  }
						}`,
		},
		{
			name: "Filter with Nested And-OR in Mutation",
			query: `mutation {
						addpost1(input: [{title: "Dgraph", numLikes: 100}]) {
							post1(filter:{and:[{title:{eq: "Dgraph"}},{or:{numLikes:{eq: 100}}}]}) {
								title 
								numLikes
							}
						}
						}`,
			expected: `{
						  "addpost1": {
							"post1": [
							  {
								"title": "Dgraph",
								"numLikes": 100
							  }
							]
						  }
						}`,
		},
		{
			name: "Filter with Nested And-OR in Mutation using variables",
			query: `mutation($filter:post1Filter) {
			          addpost1(input: [{title: "Dgraph", numLikes: 100}]) {
				        post1(filter:$filter) {
					      title
                          numLikes
				        }
                      }
		           }`,
			variables: `{"filter": {"and": [{"title":{"eq": "Dgraph"}},{"or":{"numLikes":{"eq": 100}}}]}}`,
			expected: `{
						  "addpost1": {
							"post1": [
							  {
								"title": "Dgraph",
								"numLikes": 100
							  }
							]
						  }
						}`,
		},
	}

	for _, tcase := range tcases {
		t.Run(tcase.name, func(t *testing.T) {
			var vars map[string]interface{}
			if tcase.variables != "" {
				err := json.Unmarshal([]byte(tcase.variables), &vars)
				require.NoError(t, err)
			}

			params := &GraphQLParams{
				Query:     tcase.query,
				Variables: vars,
			}
			resp := params.ExecuteAsPost(t, GraphqlURL)
			RequireNoGQLErrors(t, resp)
			testutil.CompareJSON(t, tcase.expected, string(resp.Data))
			filter := map[string]interface{}{"title": map[string]interface{}{"regexp": "/Dgraph.*/"}}
			DeleteGqlType(t, "post1", filter, 1, nil)
		})
	}

}

func filterInUpdateMutationsWithFilterAndOr(t *testing.T) {
	params := &GraphQLParams{Query: `mutation {
			addpost1(input: [{title: "Dgraph", numLikes: 100},{title: "Dgraph1", numLikes: 120}]) {
				post1(filter:{title:{eq:"Dgraph"}}) {
					title
					numLikes
				}
			}
		}`}
	resp := params.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, resp)

	tcases := []struct {
		name      string
		query     string
		variables string
		expected  string
	}{
		{name: "Filter with Nested OR-AND in Update Mutation",
			query: `mutation updatepost1{
                    	updatepost1(input:{filter:{or:[{title:{eq:"Dgraph1"}},{and:{numLikes:{eq:130}}}]},set:{numLikes:200}}){
				    		post1{
								title
								numLikes
							}
						}
					}`,
			expected: `{
						  "updatepost1": {
							"post1": [
							  {
								"title": "Dgraph1",
								"numLikes": 200
							  }
							]
						  }
						}`,
		},
		{name: "Filter with Nested OR-AND in Update Mutation using variables",
			query: `mutation updatepost1($post1:Updatepost1Input!) {
		              updatepost1(input:$post1){
					    post1{
							 title
							 numLikes
					}
				}
			}`,
			variables: `{"post1": {"filter":{"or": [{"title":{"eq": "Dgraph1"}},{"and":{"numLikes":{"eq": 140}}}]},
				"set":{
					"numLikes": "200"
				}
			}
			}`,
			expected: `{
			"updatepost1": {
				"post1": [{
					"title": "Dgraph1",
					"numLikes": 200
				}]
			}
		}`,
		},
	}

	for _, tcase := range tcases {
		t.Run(tcase.name, func(t *testing.T) {
			var vars map[string]interface{}
			if tcase.variables != "" {
				err := json.Unmarshal([]byte(tcase.variables), &vars)
				require.NoError(t, err)
			}
			params := &GraphQLParams{
				Query:     tcase.query,
				Variables: vars,
			}
			resp := params.ExecuteAsPost(t, GraphqlURL)
			RequireNoGQLErrors(t, resp)
			testutil.CompareJSON(t, tcase.expected, string(resp.Data))
		})
	}
	filter := map[string]interface{}{"title": map[string]interface{}{"regexp": "/Dgraph.*/"}}
	DeleteGqlType(t, "post1", filter, 2, nil)

}

func idDirectiveWithInt64Mutation(t *testing.T) {
	query := &GraphQLParams{
		Query: `mutation {
		  addBook(input:[
			{
			  bookId: 1234567890123
			  name: "Graphql"
			  desc: "Graphql is the next big thing"
			}
		  ]) {
			numUids
		  }
		}`,
	}

	response := query.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, response)
	expected := `{
		  	"addBook": {
			  "numUids": 1
			}
		}`
	require.JSONEq(t, expected, string(response.Data))

	// adding same mutation again should result in error because of duplicate id
	response = query.ExecuteAsPost(t, GraphqlURL)
	require.Contains(t, response.Errors.Error(), "already exists")

	DeleteGqlType(t, "Book", map[string]interface{}{}, 2, nil)
}

func idDirectiveWithIntMutation(t *testing.T) {
	query := &GraphQLParams{
		Query: `mutation {
		  addChapter(input:[{
			chapterId: 2
			name: "Graphql and more"
		  }]) {
			numUids
		  }
		}`,
	}

	response := query.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, response)
	var expected = `{
			"addChapter": {
			  "numUids": 1
			}
		}`
	require.JSONEq(t, expected, string(response.Data))

	// adding same mutation again should result in error because of duplicate id
	response = query.ExecuteAsPost(t, GraphqlURL)
	require.Contains(t, response.Errors.Error(), "already exists")

	DeleteGqlType(t, "Chapter", map[string]interface{}{}, 2, nil)
}

func idDirectiveWithFloatMutation(t *testing.T) {
	query := &GraphQLParams{
		Query: `mutation {
		  addSection(input:[{
			chapterId: 2
			name: "Graphql: Introduction"
			sectionId: 2.1
		  },
		  {
			chapterId: 2
			name: "Graphql Available Data Types"
			sectionId: 2.2
		  }]) {
			numUids
		  }
		}`,
	}

	response := query.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, response)
	var expected = `{
			"addSection": {
			  "numUids": 2
			}
		}`
	require.JSONEq(t, expected, string(response.Data))

	// adding same mutation again should result in error because of duplicate id
	response = query.ExecuteAsPost(t, GraphqlURL)
	require.Contains(t, response.Errors.Error(), "already exists")

	DeleteGqlType(t, "Section", map[string]interface{}{}, 4, nil)
}

func addMutationWithDeepExtendedTypeObjects(t *testing.T) {
	varMap1 := map[string]interface{}{
		"missionId":   "Mission1",
		"astronautId": "Astronaut1",
		"des":         "Apollo1",
	}
	addMissionParams := &GraphQLParams{
		Query: `mutation addMission($missionId: String!, $astronautId: ID!, $des: String!) {
			addMission(input: [{id: $missionId, designation: $des, crew: [{id: $astronautId}]}]) {
				mission{
					id
					crew {
						id
						missions(order: {asc: id}){
							id
						}
					}
				}
			}
		}
		`,
		Variables: varMap1,
	}
	gqlResponse := addMissionParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	expectedJSON := `{
		"addMission": {
		  "mission": [
			{
			  "id": "Mission1",
			  "crew": [
				{
				  "id": "Astronaut1",
				  "missions": [
					{
					  "id": "Mission1"
					}
				  ]
				}
			  ]
			}
		  ]
		}
	  }`
	testutil.CompareJSON(t, expectedJSON, string(gqlResponse.Data))

	varMap2 := map[string]interface{}{
		"missionId":   "Mission2",
		"astronautId": "Astronaut1",
		"des":         "Apollo2",
	}
	addMissionParams.Variables = varMap2

	gqlResponse1 := addMissionParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	expectedJSON = `{
		"addMission": {
		  "mission": [
			{
			  "id": "Mission2",
			  "crew": [
				{
				  "id": "Astronaut1",
				  "missions": [
					{
					  "id": "Mission1"
					},
					{
					  "id": "Mission2"
					}
				  ]
				}
			  ]
			}
		  ]
		}
	  }`
	testutil.CompareJSON(t, expectedJSON, string(gqlResponse1.Data))

	astronautDeleteFilter := map[string]interface{}{"id": []string{"Astronaut1"}}
	DeleteGqlType(t, "Astronaut", astronautDeleteFilter, 1, nil)

	missionDeleteFilter := map[string]interface{}{"id": map[string]interface{}{"in": []string{"Mission1", "Mission2"}}}
	DeleteGqlType(t, "Mission", missionDeleteFilter, 2, nil)
}

func addMutationOnExtendedTypeWithIDasKeyField(t *testing.T) {
	addAstronautParams := &GraphQLParams{
		Query: `mutation addAstronaut($id1: ID!, $missionId1: String!, $id2: ID!, $missionId2: String! ) {
			addAstronaut(input: [{id: $id1, missions: [{id: $missionId1, designation: "Apollo1"}]}, {id: $id2, missions: [{id: $missionId2, designation: "Apollo2"}]}]) {
				astronaut(order: {asc: id}){
					id
					missions {
						id
						designation
					}
				}
			}
		}`,
		Variables: map[string]interface{}{
			"id1":        "Astronaut1",
			"missionId1": "Mission1",
			"id2":        "Astronaut2",
			"missionId2": "Mission2",
		},
	}

	gqlResponse := addAstronautParams.ExecuteAsPost(t, GraphqlURL)
	RequireNoGQLErrors(t, gqlResponse)

	expectedJSON := `{
		"addAstronaut": {
		  "astronaut": [
			{
			  "id": "Astronaut1",
			  "missions": [
				{
				  "id": "Mission1",
				  "designation": "Apollo1"
				}
			  ]
			},
			{
			  "id": "Astronaut2",
			  "missions": [
				{
				  "id": "Mission2",
				  "designation": "Apollo2"
				}
			  ]
			}
		  ]
		}
	  }`

	testutil.CompareJSON(t, expectedJSON, string(gqlResponse.Data))

	astronautDeleteFilter := map[string]interface{}{"id": []string{"Astronaut1", "Astronaut2"}}
	DeleteGqlType(t, "Astronaut", astronautDeleteFilter, 2, nil)

	missionDeleteFilter := map[string]interface{}{"id": map[string]interface{}{"in": []string{"Mission1", "Mission2"}}}
	DeleteGqlType(t, "Mission", missionDeleteFilter, 2, nil)
}

func inputCoerciontoList(t *testing.T) {

	tcases := []struct {
		name      string
		query     string
		variables string
		expected  string
	}{
		{name: "Coercion of Scalar value at root to list ",
			query: ` mutation{
					 	addpost1(input:{title:"GraphQL",commentsByMonth:1}){
							post1{
								title
								commentsByMonth
							}
						}
					 }`,
			expected: `{
						  "addpost1": {
							"post1": [
										{
											"title":"GraphQL",
											"commentsByMonth":[1]
										}
									]
							}
						}`,
		},
		{name: "Coercion of Scalar value at root to list using variables",
			query: ` mutation($post1:[Addpost1Input!]!){
					 	addpost1(input:$post1){
							post1{
									title
									commentsByMonth
								}
							}
					 }`,
			expected: `{
						  "addpost1": {
							"post1": [
										{
											"title":"Dgraph",
											"commentsByMonth":[1]
										}
									]
							  }
						}`,
			variables: `{"post1": {"title":"Dgraph","commentsByMonth":1}}`,
		},
		{name: "Coercing nested scalar value to list ",
			query: ` mutation{
					 	addauthor1(input:{name:"Jack",posts:{title:"RDBMS",commentsByMonth:1}}){
							author1{
								name
								posts{
									title
									commentsByMonth
								}
							}
						}
					 }`,
			expected: `{
						  "addauthor1": {
							"author1": [
							  {
								"name": "Jack",
								"posts":[
											{
												"title":"RDBMS",
												"commentsByMonth":[1]
											}
								]
							  }
							]
						  }
						}`,
		},
		{name: "Coercing nested scalar value to list using variables",
			query: ` mutation($author:[Addauthor1Input!]!){
					 	addauthor1(input:$author){
							author1{
								name
								posts{
									title
									commentsByMonth
								}
							}
						}
					 }`,
			expected: `{
						  "addauthor1": {
							"author1": [
							  {
								"name": "Jackob",
								"posts": [
											{
												"title":"DB",
												"commentsByMonth":[1]
											}
										]
							  }
							]
						  }
						}`,
			variables: `{"author": {"name": "Jackob","posts":{"title":"DB","commentsByMonth":1}}}`,
		},
	}

	for _, tcase := range tcases {
		t.Run(tcase.name, func(t *testing.T) {
			var vars map[string]interface{}
			if tcase.variables != "" {
				err := json.Unmarshal([]byte(tcase.variables), &vars)
				require.NoError(t, err)
			}
			params := &GraphQLParams{
				Query:     tcase.query,
				Variables: vars,
			}
			resp := params.ExecuteAsPost(t, GraphqlURL)
			RequireNoGQLErrors(t, resp)
			testutil.CompareJSON(t, tcase.expected, string(resp.Data))
		})
	}

	author1DeleteFilter := map[string]interface{}{"name": map[string]interface{}{"in": []string{"Jack", "Jackob"}}}
	DeleteGqlType(t, "author1", author1DeleteFilter, 2, nil)
	posts1DeleteFilter := map[string]interface{}{"title": map[string]interface{}{"in": []string{"Dgraph", "GraphQL", "RDBMS", "DB"}}}
	DeleteGqlType(t, "post1", posts1DeleteFilter, 4, nil)

}